1377 lines
217 KiB
Plaintext
1377 lines
217 KiB
Plaintext
{
|
|
"cells": [
|
|
{
|
|
"cell_type": "markdown",
|
|
"metadata": {},
|
|
"source": [
|
|
"# Numerical Optimization\n",
|
|
"\n",
|
|
"This notebook uses the [Optim](https://github.com/JuliaNLSolvers/Optim.jl) package which has routines for unconstrained optimization and for the case with simple bounds on the solution.\n",
|
|
"\n",
|
|
"As alternatives, consider the [NLopt](https://github.com/JuliaOpt/NLopt.jl) or the [JuMP](https://github.com/JuliaOpt/JuMP.jl) packages. They can easily handle various types of constrained optimization problems."
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"metadata": {},
|
|
"source": [
|
|
"## Load Packages and Extra Functions"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 1,
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"text/plain": [
|
|
"printyellow (generic function with 1 method)"
|
|
]
|
|
},
|
|
"execution_count": 1,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
}
|
|
],
|
|
"source": [
|
|
"using Printf, Optim\n",
|
|
"\n",
|
|
"include(\"jlFiles/printmat.jl\")"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 2,
|
|
"metadata": {},
|
|
"outputs": [],
|
|
"source": [
|
|
"using Plots\n",
|
|
"\n",
|
|
"#pyplot(size=(600,400))\n",
|
|
"gr(size=(480,320))\n",
|
|
"default(fmt = :svg)"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"metadata": {},
|
|
"source": [
|
|
"# Optimization with One Choice Variable\n",
|
|
"\n",
|
|
"Running \n",
|
|
"```\n",
|
|
"Sol = optimize(x->fn1(x,0.5),x₀,x₁)\n",
|
|
"```\n",
|
|
"finds the `x` value (in the interval `[x₀,x₁]`) that *minimizes* `fn1(x,0.5)`. The solution for the `fn1` function below should be $x=1.1$. The `x->fn1(x,0.5)` syntax makes this a function of `x` only.\n",
|
|
"\n",
|
|
"The output (`Sol`) contains a lot of information."
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 3,
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"text/plain": [
|
|
"fn1 (generic function with 1 method)"
|
|
]
|
|
},
|
|
"execution_count": 3,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
}
|
|
],
|
|
"source": [
|
|
"function fn1(x,c) #notice: the function has two arguments\n",
|
|
" value = 2*(x - 1.1)^2 - c\n",
|
|
" return value\n",
|
|
"end"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 4,
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"image/svg+xml": [
|
|
"<?xml version=\"1.0\" encoding=\"utf-8\"?>\n",
|
|
"<svg xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\" width=\"480\" height=\"320\" viewBox=\"0 0 1920 1280\">\n",
|
|
"<defs>\n",
|
|
" <clipPath id=\"clip100\">\n",
|
|
" <rect x=\"0\" y=\"0\" width=\"1920\" height=\"1280\"/>\n",
|
|
" </clipPath>\n",
|
|
"</defs>\n",
|
|
"<path clip-path=\"url(#clip100)\" d=\"\n",
|
|
"M0 1280 L1920 1280 L1920 0 L0 0 Z\n",
|
|
" \" fill=\"#ffffff\" fill-rule=\"evenodd\" fill-opacity=\"1\"/>\n",
|
|
"<defs>\n",
|
|
" <clipPath id=\"clip101\">\n",
|
|
" <rect x=\"384\" y=\"0\" width=\"1345\" height=\"1280\"/>\n",
|
|
" </clipPath>\n",
|
|
"</defs>\n",
|
|
"<path clip-path=\"url(#clip100)\" d=\"\n",
|
|
"M170.645 1106.38 L1872.76 1106.38 L1872.76 123.472 L170.645 123.472 Z\n",
|
|
" \" fill=\"#ffffff\" fill-rule=\"evenodd\" fill-opacity=\"1\"/>\n",
|
|
"<defs>\n",
|
|
" <clipPath id=\"clip102\">\n",
|
|
" <rect x=\"170\" y=\"123\" width=\"1703\" height=\"984\"/>\n",
|
|
" </clipPath>\n",
|
|
"</defs>\n",
|
|
"<polyline clip-path=\"url(#clip102)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
|
|
" 218.818,1106.38 218.818,123.472 \n",
|
|
" \"/>\n",
|
|
"<polyline clip-path=\"url(#clip102)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
|
|
" 620.259,1106.38 620.259,123.472 \n",
|
|
" \"/>\n",
|
|
"<polyline clip-path=\"url(#clip102)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
|
|
" 1021.7,1106.38 1021.7,123.472 \n",
|
|
" \"/>\n",
|
|
"<polyline clip-path=\"url(#clip102)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
|
|
" 1423.14,1106.38 1423.14,123.472 \n",
|
|
" \"/>\n",
|
|
"<polyline clip-path=\"url(#clip102)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
|
|
" 1824.58,1106.38 1824.58,123.472 \n",
|
|
" \"/>\n",
|
|
"<polyline clip-path=\"url(#clip100)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
|
|
" 170.645,1106.38 1872.76,1106.38 \n",
|
|
" \"/>\n",
|
|
"<polyline clip-path=\"url(#clip100)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
|
|
" 218.818,1106.38 218.818,1094.58 \n",
|
|
" \"/>\n",
|
|
"<polyline clip-path=\"url(#clip100)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
|
|
" 620.259,1106.38 620.259,1094.58 \n",
|
|
" \"/>\n",
|
|
"<polyline clip-path=\"url(#clip100)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
|
|
" 1021.7,1106.38 1021.7,1094.58 \n",
|
|
" \"/>\n",
|
|
"<polyline clip-path=\"url(#clip100)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
|
|
" 1423.14,1106.38 1423.14,1094.58 \n",
|
|
" \"/>\n",
|
|
"<polyline clip-path=\"url(#clip100)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
|
|
" 1824.58,1106.38 1824.58,1094.58 \n",
|
|
" \"/>\n",
|
|
"<path clip-path=\"url(#clip100)\" d=\"M 0 0 M191.087 1146.38 L220.763 1146.38 L220.763 1150.32 L191.087 1150.32 L191.087 1146.38 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip100)\" d=\"M 0 0 M226.642 1159.28 L234.281 1159.28 L234.281 1132.91 L225.971 1134.58 L225.971 1130.32 L234.235 1128.65 L238.911 1128.65 L238.911 1159.28 L246.549 1159.28 L246.549 1163.21 L226.642 1163.21 L226.642 1159.28 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip100)\" d=\"M 0 0 M620.259 1131.73 Q616.648 1131.73 614.82 1135.3 Q613.014 1138.84 613.014 1145.97 Q613.014 1153.07 614.82 1156.64 Q616.648 1160.18 620.259 1160.18 Q623.894 1160.18 625.699 1156.64 Q627.528 1153.07 627.528 1145.97 Q627.528 1138.84 625.699 1135.3 Q623.894 1131.73 620.259 1131.73 M620.259 1128.03 Q626.07 1128.03 629.125 1132.63 Q632.204 1137.22 632.204 1145.97 Q632.204 1154.69 629.125 1159.3 Q626.07 1163.88 620.259 1163.88 Q614.449 1163.88 611.371 1159.3 Q608.315 1154.69 608.315 1145.97 Q608.315 1137.22 611.371 1132.63 Q614.449 1128.03 620.259 1128.03 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip100)\" d=\"M 0 0 M1012.08 1159.28 L1019.72 1159.28 L1019.72 1132.91 L1011.41 1134.58 L1011.41 1130.32 L1019.68 1128.65 L1024.35 1128.65 L1024.35 1159.28 L1031.99 1159.28 L1031.99 1163.21 L1012.08 1163.21 L1012.08 1159.28 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip100)\" d=\"M 0 0 M1417.79 1159.28 L1434.11 1159.28 L1434.11 1163.21 L1412.17 1163.21 L1412.17 1159.28 Q1414.83 1156.52 1419.41 1151.89 Q1424.02 1147.24 1425.2 1145.9 Q1427.45 1143.37 1428.33 1141.64 Q1429.23 1139.88 1429.23 1138.19 Q1429.23 1135.43 1427.29 1133.7 Q1425.36 1131.96 1422.26 1131.96 Q1420.06 1131.96 1417.61 1132.73 Q1415.18 1133.49 1412.4 1135.04 L1412.4 1130.32 Q1415.23 1129.18 1417.68 1128.61 Q1420.13 1128.03 1422.17 1128.03 Q1427.54 1128.03 1430.73 1130.71 Q1433.93 1133.4 1433.93 1137.89 Q1433.93 1140.02 1433.12 1141.94 Q1432.33 1143.84 1430.23 1146.43 Q1429.65 1147.1 1426.54 1150.32 Q1423.44 1153.51 1417.79 1159.28 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip100)\" d=\"M 0 0 M1828.83 1144.58 Q1832.19 1145.3 1834.06 1147.56 Q1835.96 1149.83 1835.96 1153.17 Q1835.96 1158.28 1832.44 1161.08 Q1828.92 1163.88 1822.44 1163.88 Q1820.27 1163.88 1817.95 1163.44 Q1815.66 1163.03 1813.21 1162.17 L1813.21 1157.66 Q1815.15 1158.79 1817.46 1159.37 Q1819.78 1159.95 1822.3 1159.95 Q1826.7 1159.95 1828.99 1158.21 Q1831.31 1156.48 1831.31 1153.17 Q1831.31 1150.11 1829.15 1148.4 Q1827.03 1146.66 1823.21 1146.66 L1819.18 1146.66 L1819.18 1142.82 L1823.39 1142.82 Q1826.84 1142.82 1828.67 1141.45 Q1830.5 1140.06 1830.5 1137.47 Q1830.5 1134.81 1828.6 1133.4 Q1826.72 1131.96 1823.21 1131.96 Q1821.28 1131.96 1819.09 1132.38 Q1816.89 1132.8 1814.25 1133.67 L1814.25 1129.51 Q1816.91 1128.77 1819.22 1128.4 Q1821.56 1128.03 1823.62 1128.03 Q1828.95 1128.03 1832.05 1130.46 Q1835.15 1132.86 1835.15 1136.99 Q1835.15 1139.86 1833.51 1141.85 Q1831.86 1143.81 1828.83 1144.58 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip100)\" d=\"M 0 0 M1038.32 1208.4 L1025.42 1225.74 L1038.98 1244.04 L1032.08 1244.04 L1021.7 1230.04 L1011.32 1244.04 L1004.42 1244.04 L1018.26 1225.39 L1005.6 1208.4 L1012.5 1208.4 L1021.96 1221.1 L1031.41 1208.4 L1038.32 1208.4 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><polyline clip-path=\"url(#clip102)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
|
|
" 170.645,1026 1872.76,1026 \n",
|
|
" \"/>\n",
|
|
"<polyline clip-path=\"url(#clip102)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
|
|
" 170.645,815.73 1872.76,815.73 \n",
|
|
" \"/>\n",
|
|
"<polyline clip-path=\"url(#clip102)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
|
|
" 170.645,605.464 1872.76,605.464 \n",
|
|
" \"/>\n",
|
|
"<polyline clip-path=\"url(#clip102)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
|
|
" 170.645,395.198 1872.76,395.198 \n",
|
|
" \"/>\n",
|
|
"<polyline clip-path=\"url(#clip102)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
|
|
" 170.645,184.933 1872.76,184.933 \n",
|
|
" \"/>\n",
|
|
"<polyline clip-path=\"url(#clip100)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
|
|
" 170.645,1106.38 170.645,123.472 \n",
|
|
" \"/>\n",
|
|
"<polyline clip-path=\"url(#clip100)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
|
|
" 170.645,1026 191.071,1026 \n",
|
|
" \"/>\n",
|
|
"<polyline clip-path=\"url(#clip100)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
|
|
" 170.645,815.73 191.071,815.73 \n",
|
|
" \"/>\n",
|
|
"<polyline clip-path=\"url(#clip100)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
|
|
" 170.645,605.464 191.071,605.464 \n",
|
|
" \"/>\n",
|
|
"<polyline clip-path=\"url(#clip100)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
|
|
" 170.645,395.198 191.071,395.198 \n",
|
|
" \"/>\n",
|
|
"<polyline clip-path=\"url(#clip100)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
|
|
" 170.645,184.933 191.071,184.933 \n",
|
|
" \"/>\n",
|
|
"<path clip-path=\"url(#clip100)\" d=\"M 0 0 M129.901 1011.79 Q126.29 1011.79 124.461 1015.36 Q122.655 1018.9 122.655 1026.03 Q122.655 1033.14 124.461 1036.7 Q126.29 1040.24 129.901 1040.24 Q133.535 1040.24 135.341 1036.7 Q137.169 1033.14 137.169 1026.03 Q137.169 1018.9 135.341 1015.36 Q133.535 1011.79 129.901 1011.79 M129.901 1008.09 Q135.711 1008.09 138.767 1012.7 Q141.845 1017.28 141.845 1026.03 Q141.845 1034.76 138.767 1039.36 Q135.711 1043.95 129.901 1043.95 Q124.091 1043.95 121.012 1039.36 Q117.956 1034.76 117.956 1026.03 Q117.956 1017.28 121.012 1012.7 Q124.091 1008.09 129.901 1008.09 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip100)\" d=\"M 0 0 M125.526 829.074 L141.845 829.074 L141.845 833.01 L119.901 833.01 L119.901 829.074 Q122.563 826.32 127.146 821.69 Q131.753 817.038 132.933 815.695 Q135.179 813.172 136.058 811.436 Q136.961 809.676 136.961 807.987 Q136.961 805.232 135.017 803.496 Q133.095 801.76 129.993 801.76 Q127.794 801.76 125.341 802.524 Q122.91 803.288 120.132 804.839 L120.132 800.116 Q122.956 798.982 125.41 798.403 Q127.864 797.825 129.901 797.825 Q135.271 797.825 138.466 800.51 Q141.66 803.195 141.66 807.686 Q141.66 809.815 140.85 811.737 Q140.063 813.635 137.956 816.227 Q137.378 816.899 134.276 820.116 Q131.174 823.311 125.526 829.074 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip100)\" d=\"M 0 0 M132.262 592.258 L120.456 610.707 L132.262 610.707 L132.262 592.258 M131.035 588.184 L136.915 588.184 L136.915 610.707 L141.845 610.707 L141.845 614.596 L136.915 614.596 L136.915 622.744 L132.262 622.744 L132.262 614.596 L116.66 614.596 L116.66 610.082 L131.035 588.184 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip100)\" d=\"M 0 0 M130.317 393.335 Q127.169 393.335 125.318 395.488 Q123.489 397.641 123.489 401.39 Q123.489 405.117 125.318 407.293 Q127.169 409.446 130.317 409.446 Q133.466 409.446 135.294 407.293 Q137.146 405.117 137.146 401.39 Q137.146 397.641 135.294 395.488 Q133.466 393.335 130.317 393.335 M139.6 378.682 L139.6 382.942 Q137.841 382.108 136.035 381.668 Q134.253 381.229 132.493 381.229 Q127.864 381.229 125.41 384.354 Q122.98 387.479 122.632 393.798 Q123.998 391.784 126.058 390.719 Q128.118 389.631 130.595 389.631 Q135.804 389.631 138.813 392.803 Q141.845 395.951 141.845 401.39 Q141.845 406.715 138.697 409.932 Q135.549 413.15 130.317 413.15 Q124.322 413.15 121.151 408.566 Q117.98 403.96 117.98 395.233 Q117.98 387.039 121.868 382.178 Q125.757 377.293 132.308 377.293 Q134.067 377.293 135.85 377.641 Q137.655 377.988 139.6 378.682 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip100)\" d=\"M 0 0 M129.993 185.801 Q126.66 185.801 124.739 187.583 Q122.841 189.366 122.841 192.491 Q122.841 195.616 124.739 197.398 Q126.66 199.18 129.993 199.18 Q133.327 199.18 135.248 197.398 Q137.169 195.592 137.169 192.491 Q137.169 189.366 135.248 187.583 Q133.35 185.801 129.993 185.801 M125.318 183.81 Q122.308 183.069 120.618 181.009 Q118.952 178.949 118.952 175.986 Q118.952 171.843 121.892 169.435 Q124.855 167.028 129.993 167.028 Q135.155 167.028 138.095 169.435 Q141.035 171.843 141.035 175.986 Q141.035 178.949 139.345 181.009 Q137.679 183.069 134.692 183.81 Q138.072 184.597 139.947 186.889 Q141.845 189.18 141.845 192.491 Q141.845 197.514 138.767 200.199 Q135.711 202.884 129.993 202.884 Q124.276 202.884 121.197 200.199 Q118.142 197.514 118.142 192.491 Q118.142 189.18 120.04 186.889 Q121.938 184.597 125.318 183.81 M123.605 176.426 Q123.605 179.111 125.271 180.616 Q126.961 182.12 129.993 182.12 Q133.003 182.12 134.692 180.616 Q136.405 179.111 136.405 176.426 Q136.405 173.741 134.692 172.236 Q133.003 170.731 129.993 170.731 Q126.961 170.731 125.271 172.236 Q123.605 173.741 123.605 176.426 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip100)\" d=\"M 0 0 M76.9143 613.239 Q83.28 615.722 85.2216 618.077 Q87.1631 620.432 87.1631 624.379 L87.1631 629.058 L82.2615 629.058 L82.2615 625.62 Q82.2615 623.201 81.1157 621.865 Q79.9699 620.528 75.7048 618.905 L73.0312 617.854 L37.9562 632.273 L37.9562 626.066 L65.838 614.926 L37.9562 603.786 L37.9562 597.579 L76.9143 613.239 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip100)\" d=\"M 0 0 M624.712 14.324 L624.712 27.2059 L640.065 27.2059 L640.065 32.9987 L624.712 32.9987 L624.712 57.6282 Q624.712 63.1779 626.211 64.7578 Q627.75 66.3376 632.409 66.3376 L640.065 66.3376 L640.065 72.576 L632.409 72.576 Q623.78 72.576 620.499 69.3758 Q617.218 66.1351 617.218 57.6282 L617.218 32.9987 L611.749 32.9987 L611.749 27.2059 L617.218 27.2059 L617.218 14.324 L624.712 14.324 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip100)\" d=\"M 0 0 M685.597 45.1919 L685.597 72.576 L678.143 72.576 L678.143 45.4349 Q678.143 38.994 675.632 35.7938 Q673.12 32.5936 668.097 32.5936 Q662.061 32.5936 658.578 36.4419 Q655.094 40.2903 655.094 46.9338 L655.094 72.576 L647.6 72.576 L647.6 9.54393 L655.094 9.54393 L655.094 34.2544 Q657.767 30.163 661.373 28.1376 Q665.018 26.1121 669.758 26.1121 Q677.576 26.1121 681.587 30.9732 Q685.597 35.7938 685.597 45.1919 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip100)\" d=\"M 0 0 M732.223 48.0275 L732.223 51.6733 L697.952 51.6733 Q698.438 59.3701 702.57 63.421 Q706.743 67.4314 714.156 67.4314 Q718.45 67.4314 722.46 66.3781 Q726.511 65.3249 730.481 63.2184 L730.481 70.267 Q726.471 71.9684 722.258 72.8596 Q718.045 73.7508 713.71 73.7508 Q702.854 73.7508 696.494 67.4314 Q690.175 61.1119 690.175 50.3365 Q690.175 39.1965 696.17 32.6746 Q702.206 26.1121 712.414 26.1121 Q721.569 26.1121 726.876 32.0264 Q732.223 37.9003 732.223 48.0275 M724.769 45.84 Q724.688 39.7232 721.326 36.0774 Q718.004 32.4315 712.495 32.4315 Q706.257 32.4315 702.489 35.9558 Q698.762 39.4801 698.195 45.8805 L724.769 45.84 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip100)\" d=\"M 0 0 M789.381 9.54393 L789.381 15.7418 L782.252 15.7418 Q778.241 15.7418 776.661 17.3622 Q775.122 18.9825 775.122 23.1955 L775.122 27.2059 L787.396 27.2059 L787.396 32.9987 L775.122 32.9987 L775.122 72.576 L767.628 72.576 L767.628 32.9987 L760.498 32.9987 L760.498 27.2059 L767.628 27.2059 L767.628 24.0462 Q767.628 16.471 771.152 13.0277 Q774.676 9.54393 782.333 9.54393 L789.381 9.54393 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip100)\" d=\"M 0 0 M834.913 45.1919 L834.913 72.576 L827.46 72.576 L827.46 45.4349 Q827.46 38.994 824.948 35.7938 Q822.437 32.5936 817.413 32.5936 Q811.378 32.5936 807.894 36.4419 Q804.41 40.2903 804.41 46.9338 L804.41 72.576 L796.916 72.576 L796.916 27.2059 L804.41 27.2059 L804.41 34.2544 Q807.084 30.163 810.689 28.1376 Q814.335 26.1121 819.074 26.1121 Q826.893 26.1121 830.903 30.9732 Q834.913 35.7938 834.913 45.1919 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip100)\" d=\"M 0 0 M845.203 65.6895 L858.571 65.6895 L858.571 19.5497 L844.028 22.4663 L844.028 15.0127 L858.49 12.096 L866.672 12.096 L866.672 65.6895 L880.04 65.6895 L880.04 72.576 L845.203 72.576 L845.203 65.6895 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip100)\" d=\"M 0 0 M905.764 9.62495 Q900.335 18.942 897.702 28.0566 Q895.069 37.1711 895.069 46.5287 Q895.069 55.8863 897.702 65.0818 Q900.376 74.2369 905.764 83.5134 L899.282 83.5134 Q893.206 73.9938 890.168 64.7983 Q887.17 55.6027 887.17 46.5287 Q887.17 37.4952 890.168 28.3401 Q893.165 19.1851 899.282 9.62495 L905.764 9.62495 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip100)\" d=\"M 0 0 M951.296 27.2059 L934.89 49.2833 L952.147 72.576 L943.356 72.576 L930.15 54.752 L916.944 72.576 L908.154 72.576 L925.775 48.8377 L909.653 27.2059 L918.443 27.2059 L930.474 43.369 L942.505 27.2059 L951.296 27.2059 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip100)\" d=\"M 0 0 M961.869 62.2867 L970.416 62.2867 L970.416 69.2543 L963.773 82.2172 L958.547 82.2172 L961.869 69.2543 L961.869 62.2867 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip100)\" d=\"M 0 0 M996.787 17.4837 Q990.468 17.4837 987.268 23.7221 Q984.108 29.92 984.108 42.3968 Q984.108 54.833 987.268 61.0714 Q990.468 67.2693 996.787 67.2693 Q1003.15 67.2693 1006.31 61.0714 Q1009.51 54.833 1009.51 42.3968 Q1009.51 29.92 1006.31 23.7221 Q1003.15 17.4837 996.787 17.4837 M996.787 11.0023 Q1006.96 11.0023 1012.3 19.0636 Q1017.69 27.0843 1017.69 42.3968 Q1017.69 57.6687 1012.3 65.73 Q1006.96 73.7508 996.787 73.7508 Q986.62 73.7508 981.232 65.73 Q975.885 57.6687 975.885 42.3968 Q975.885 27.0843 981.232 19.0636 Q986.62 11.0023 996.787 11.0023 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip100)\" d=\"M 0 0 M1026.56 62.2867 L1035.11 62.2867 L1035.11 72.576 L1026.56 72.576 L1026.56 62.2867 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip100)\" d=\"M 0 0 M1044.06 12.096 L1076.19 12.096 L1076.19 18.9825 L1051.56 18.9825 L1051.56 33.8088 Q1053.34 33.2012 1055.12 32.9176 Q1056.9 32.5936 1058.69 32.5936 Q1068.81 32.5936 1074.73 38.1433 Q1080.64 43.6931 1080.64 53.1722 Q1080.64 62.9348 1074.56 68.3631 Q1068.49 73.7508 1057.43 73.7508 Q1053.62 73.7508 1049.65 73.1026 Q1045.72 72.4545 1041.51 71.1582 L1041.51 62.9348 Q1045.16 64.9198 1049.04 65.892 Q1052.93 66.8642 1057.27 66.8642 Q1064.28 66.8642 1068.37 63.1779 Q1072.46 59.4916 1072.46 53.1722 Q1072.46 46.8528 1068.37 43.1664 Q1064.28 39.4801 1057.27 39.4801 Q1053.99 39.4801 1050.71 40.2093 Q1047.46 40.9384 1044.06 42.4778 L1044.06 12.096 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip100)\" d=\"M 0 0 M1087.28 9.62495 L1093.77 9.62495 Q1099.84 19.1851 1102.84 28.3401 Q1105.88 37.4952 1105.88 46.5287 Q1105.88 55.6027 1102.84 64.7983 Q1099.84 73.9938 1093.77 83.5134 L1087.28 83.5134 Q1092.67 74.2369 1095.31 65.0818 Q1097.98 55.8863 1097.98 46.5287 Q1097.98 37.1711 1095.31 28.0566 Q1092.67 18.942 1087.28 9.62495 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip100)\" d=\"M 0 0 M1163.04 9.54393 L1163.04 15.7418 L1155.91 15.7418 Q1151.9 15.7418 1150.32 17.3622 Q1148.78 18.9825 1148.78 23.1955 L1148.78 27.2059 L1161.05 27.2059 L1161.05 32.9987 L1148.78 32.9987 L1148.78 72.576 L1141.28 72.576 L1141.28 32.9987 L1134.15 32.9987 L1134.15 27.2059 L1141.28 27.2059 L1141.28 24.0462 Q1141.28 16.471 1144.81 13.0277 Q1148.33 9.54393 1155.99 9.54393 L1163.04 9.54393 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip100)\" d=\"M 0 0 M1170.09 54.671 L1170.09 27.2059 L1177.54 27.2059 L1177.54 54.3874 Q1177.54 60.8284 1180.05 64.0691 Q1182.56 67.2693 1187.59 67.2693 Q1193.62 67.2693 1197.1 63.421 Q1200.63 59.5726 1200.63 52.9291 L1200.63 27.2059 L1208.08 27.2059 L1208.08 72.576 L1200.63 72.576 L1200.63 65.6084 Q1197.91 69.7404 1194.31 71.7658 Q1190.74 73.7508 1186.01 73.7508 Q1178.19 73.7508 1174.14 68.8897 Q1170.09 64.0286 1170.09 54.671 M1188.84 26.1121 L1188.84 26.1121 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip100)\" d=\"M 0 0 M1253.61 45.1919 L1253.61 72.576 L1246.16 72.576 L1246.16 45.4349 Q1246.16 38.994 1243.65 35.7938 Q1241.14 32.5936 1236.11 32.5936 Q1230.08 32.5936 1226.6 36.4419 Q1223.11 40.2903 1223.11 46.9338 L1223.11 72.576 L1215.62 72.576 L1215.62 27.2059 L1223.11 27.2059 L1223.11 34.2544 Q1225.79 30.163 1229.39 28.1376 Q1233.04 26.1121 1237.78 26.1121 Q1245.59 26.1121 1249.6 30.9732 Q1253.61 35.7938 1253.61 45.1919 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip100)\" d=\"M 0 0 M1294.08 28.9478 L1294.08 35.9153 Q1290.92 34.1734 1287.72 33.3227 Q1284.56 32.4315 1281.32 32.4315 Q1274.07 32.4315 1270.06 37.0496 Q1266.05 41.6271 1266.05 49.9314 Q1266.05 58.2358 1270.06 62.8538 Q1274.07 67.4314 1281.32 67.4314 Q1284.56 67.4314 1287.72 66.5807 Q1290.92 65.6895 1294.08 63.9476 L1294.08 70.8341 Q1290.96 72.2924 1287.6 73.0216 Q1284.28 73.7508 1280.51 73.7508 Q1270.26 73.7508 1264.23 67.3098 Q1258.19 60.8689 1258.19 49.9314 Q1258.19 38.832 1264.27 32.472 Q1270.39 26.1121 1281 26.1121 Q1284.44 26.1121 1287.72 26.8413 Q1291 27.5299 1294.08 28.9478 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip100)\" d=\"M 0 0 M1309.27 14.324 L1309.27 27.2059 L1324.63 27.2059 L1324.63 32.9987 L1309.27 32.9987 L1309.27 57.6282 Q1309.27 63.1779 1310.77 64.7578 Q1312.31 66.3376 1316.97 66.3376 L1324.63 66.3376 L1324.63 72.576 L1316.97 72.576 Q1308.34 72.576 1305.06 69.3758 Q1301.78 66.1351 1301.78 57.6282 L1301.78 32.9987 L1296.31 32.9987 L1296.31 27.2059 L1301.78 27.2059 L1301.78 14.324 L1309.27 14.324 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip100)\" d=\"M 0 0 M1332.45 27.2059 L1339.9 27.2059 L1339.9 72.576 L1332.45 72.576 L1332.45 27.2059 M1332.45 9.54393 L1339.9 9.54393 L1339.9 18.9825 L1332.45 18.9825 L1332.45 9.54393 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip100)\" d=\"M 0 0 M1365.3 32.4315 Q1359.3 32.4315 1355.82 37.1306 Q1352.34 41.7891 1352.34 49.9314 Q1352.34 58.0738 1355.78 62.7728 Q1359.26 67.4314 1365.3 67.4314 Q1371.25 67.4314 1374.74 62.7323 Q1378.22 58.0333 1378.22 49.9314 Q1378.22 41.8701 1374.74 37.1711 Q1371.25 32.4315 1365.3 32.4315 M1365.3 26.1121 Q1375.02 26.1121 1380.57 32.4315 Q1386.12 38.7509 1386.12 49.9314 Q1386.12 61.0714 1380.57 67.4314 Q1375.02 73.7508 1365.3 73.7508 Q1355.54 73.7508 1349.99 67.4314 Q1344.48 61.0714 1344.48 49.9314 Q1344.48 38.7509 1349.99 32.4315 Q1355.54 26.1121 1365.3 26.1121 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip100)\" d=\"M 0 0 M1431.65 45.1919 L1431.65 72.576 L1424.2 72.576 L1424.2 45.4349 Q1424.2 38.994 1421.69 35.7938 Q1419.18 32.5936 1414.15 32.5936 Q1408.12 32.5936 1404.63 36.4419 Q1401.15 40.2903 1401.15 46.9338 L1401.15 72.576 L1393.65 72.576 L1393.65 27.2059 L1401.15 27.2059 L1401.15 34.2544 Q1403.82 30.163 1407.43 28.1376 Q1411.07 26.1121 1415.81 26.1121 Q1423.63 26.1121 1427.64 30.9732 Q1431.65 35.7938 1431.65 45.1919 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><polyline clip-path=\"url(#clip102)\" style=\"stroke:#ff0000; stroke-width:8; stroke-opacity:1; fill:none\" points=\"\n",
|
|
" 218.818,151.29 258.962,237.499 299.106,319.503 339.251,397.301 379.395,470.894 419.539,540.282 459.683,605.464 499.827,666.441 539.971,723.213 580.115,775.779 \n",
|
|
" 620.259,824.14 660.403,868.296 700.548,908.247 740.692,943.992 780.836,975.532 820.98,1002.87 861.124,1026 901.268,1044.92 941.412,1059.64 981.556,1070.15 \n",
|
|
" 1021.7,1076.46 1061.84,1078.56 1101.99,1076.46 1142.13,1070.15 1182.28,1059.64 1222.42,1044.92 1262.57,1026 1302.71,1002.87 1342.85,975.532 1383,943.992 \n",
|
|
" 1423.14,908.247 1463.29,868.296 1503.43,824.14 1543.57,775.779 1583.72,723.213 1623.86,666.441 1664.01,605.464 1704.15,540.282 1744.29,470.894 1784.44,397.301 \n",
|
|
" 1824.58,319.503 \n",
|
|
" \"/>\n",
|
|
"</svg>\n"
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"x = -1:0.1:3\n",
|
|
"\n",
|
|
"p1 = plot( x,fn1.(x,0.5),\n",
|
|
" linecolor = :red,\n",
|
|
" linewidth = 2,\n",
|
|
" legend = nothing,\n",
|
|
" title = \"the fn1(x,0.5) function\",\n",
|
|
" xlabel = \"x\",\n",
|
|
" ylabel = \"y\" )\n",
|
|
"display(p1)"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 5,
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"name": "stdout",
|
|
"output_type": "stream",
|
|
"text": [
|
|
"Results of Optimization Algorithm\n",
|
|
" * Algorithm: Brent's Method\n",
|
|
" * Search Interval: [-2.000000, 3.000000]\n",
|
|
" * Minimizer: 1.100000e+00\n",
|
|
" * Minimum: -5.000000e-01\n",
|
|
" * Iterations: 5\n",
|
|
" * Convergence: max(|x - x_upper|, |x - x_lower|) <= 2*(1.5e-08*|x|+2.2e-16): true\n",
|
|
" * Objective Function Calls: 6\n",
|
|
"\n",
|
|
"The minimum is at: 1.100\n",
|
|
"Compare with the plot above\n",
|
|
"\n"
|
|
]
|
|
}
|
|
],
|
|
"source": [
|
|
"Sol = optimize(x->fn1(x,0.5),-2.0,3.0)\n",
|
|
"println(Sol)\n",
|
|
"\n",
|
|
"printlnPs(\"\\nThe minimum is at: \", Optim.minimizer(Sol)) #the optimal x value\n",
|
|
"println(\"Compare with the plot above\\n\")"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"metadata": {},
|
|
"source": [
|
|
"## One Choice Variable: Supplying a Starting Guess Instead (extra)\n",
|
|
"\n",
|
|
"If you prefer to give a starting guess `x₀` instead of an interval, then supply it as as a vector `[x₀]`:\n",
|
|
"```\n",
|
|
"Sol = optimize(x->fn1(x[],0.5),[x₀],LBFGS()) \n",
|
|
"```\n",
|
|
"Notice: *(a)* `x[]` to make it a function of the first (and only) element in the vector `x`; *(b)* choose the `LBFGS()` method since the default method does not work in the case of only one choice variable."
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 6,
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"name": "stdout",
|
|
"output_type": "stream",
|
|
"text": [
|
|
"The minimum is at: 1.100\n"
|
|
]
|
|
}
|
|
],
|
|
"source": [
|
|
"Solb = optimize(x->fn1(x[],0.5),[0.1],LBFGS())\n",
|
|
"\n",
|
|
"printlnPs(\"The minimum is at: \", Optim.minimizer(Solb))"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"metadata": {},
|
|
"source": [
|
|
"# Several Choice Variables: Unconstrained Optimization\n",
|
|
"\n",
|
|
"In the example below, we choose $(x,y)$ so as to minimize the fairly simple objective function\n",
|
|
"\n",
|
|
"$\n",
|
|
"(x-2)^2 + (4y+3)^2, \n",
|
|
"$\n",
|
|
"\n",
|
|
"without any constraints. The solution should be $(x,y)=(2,-3/4)$."
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 7,
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"text/plain": [
|
|
"fn2 (generic function with 1 method)"
|
|
]
|
|
},
|
|
"execution_count": 7,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
}
|
|
],
|
|
"source": [
|
|
"function fn2(p)\n",
|
|
" (x,y) = (p[1],p[2]) #unpack the choice variables and get nicer names\n",
|
|
" L = (x-2)^2 + (4*y+3)^2\n",
|
|
" return L\n",
|
|
"end"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 8,
|
|
"metadata": {},
|
|
"outputs": [],
|
|
"source": [
|
|
"nx = 2*41\n",
|
|
"ny = 2*61\n",
|
|
"x = range(1,stop=5,length=nx)\n",
|
|
"y = range(-1,stop=0,length=ny)\n",
|
|
"\n",
|
|
"loss2d = fill(NaN,(nx,ny)) #matrix with loss fn values\n",
|
|
"for i = 1:nx, j = 1:ny\n",
|
|
" loss2d[i,j] = fn2([x[i];y[j]])\n",
|
|
"end"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 9,
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"image/svg+xml": [
|
|
"<?xml version=\"1.0\" encoding=\"utf-8\"?>\n",
|
|
"<svg xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\" width=\"480\" height=\"320\" viewBox=\"0 0 1920 1280\">\n",
|
|
"<defs>\n",
|
|
" <clipPath id=\"clip140\">\n",
|
|
" <rect x=\"0\" y=\"0\" width=\"1920\" height=\"1280\"/>\n",
|
|
" </clipPath>\n",
|
|
"</defs>\n",
|
|
"<path clip-path=\"url(#clip140)\" d=\"\n",
|
|
"M0 1280 L1920 1280 L1920 0 L0 0 Z\n",
|
|
" \" fill=\"#ffffff\" fill-rule=\"evenodd\" fill-opacity=\"1\"/>\n",
|
|
"<defs>\n",
|
|
" <clipPath id=\"clip141\">\n",
|
|
" <rect x=\"384\" y=\"0\" width=\"1345\" height=\"1280\"/>\n",
|
|
" </clipPath>\n",
|
|
"</defs>\n",
|
|
"<path clip-path=\"url(#clip140)\" d=\"\n",
|
|
"M239.603 1106.38 L1872.76 1106.38 L1872.76 123.472 L239.603 123.472 Z\n",
|
|
" \" fill=\"#ffffff\" fill-rule=\"evenodd\" fill-opacity=\"1\"/>\n",
|
|
"<defs>\n",
|
|
" <clipPath id=\"clip142\">\n",
|
|
" <rect x=\"239\" y=\"123\" width=\"1634\" height=\"984\"/>\n",
|
|
" </clipPath>\n",
|
|
"</defs>\n",
|
|
"<polyline clip-path=\"url(#clip142)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
|
|
" 239.603,1106.38 239.603,123.472 \n",
|
|
" \"/>\n",
|
|
"<polyline clip-path=\"url(#clip142)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
|
|
" 647.891,1106.38 647.891,123.472 \n",
|
|
" \"/>\n",
|
|
"<polyline clip-path=\"url(#clip142)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
|
|
" 1056.18,1106.38 1056.18,123.472 \n",
|
|
" \"/>\n",
|
|
"<polyline clip-path=\"url(#clip142)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
|
|
" 1464.47,1106.38 1464.47,123.472 \n",
|
|
" \"/>\n",
|
|
"<polyline clip-path=\"url(#clip142)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
|
|
" 1872.76,1106.38 1872.76,123.472 \n",
|
|
" \"/>\n",
|
|
"<polyline clip-path=\"url(#clip140)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
|
|
" 239.603,1106.38 1872.76,1106.38 \n",
|
|
" \"/>\n",
|
|
"<polyline clip-path=\"url(#clip140)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
|
|
" 239.603,1106.38 239.603,1094.58 \n",
|
|
" \"/>\n",
|
|
"<polyline clip-path=\"url(#clip140)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
|
|
" 647.891,1106.38 647.891,1094.58 \n",
|
|
" \"/>\n",
|
|
"<polyline clip-path=\"url(#clip140)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
|
|
" 1056.18,1106.38 1056.18,1094.58 \n",
|
|
" \"/>\n",
|
|
"<polyline clip-path=\"url(#clip140)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
|
|
" 1464.47,1106.38 1464.47,1094.58 \n",
|
|
" \"/>\n",
|
|
"<polyline clip-path=\"url(#clip140)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
|
|
" 1872.76,1106.38 1872.76,1094.58 \n",
|
|
" \"/>\n",
|
|
"<path clip-path=\"url(#clip140)\" d=\"M 0 0 M229.985 1159.28 L237.624 1159.28 L237.624 1132.91 L229.314 1134.58 L229.314 1130.32 L237.578 1128.65 L242.254 1128.65 L242.254 1159.28 L249.892 1159.28 L249.892 1163.21 L229.985 1163.21 L229.985 1159.28 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip140)\" d=\"M 0 0 M642.544 1159.28 L658.864 1159.28 L658.864 1163.21 L636.919 1163.21 L636.919 1159.28 Q639.581 1156.52 644.165 1151.89 Q648.771 1147.24 649.952 1145.9 Q652.197 1143.37 653.077 1141.64 Q653.979 1139.88 653.979 1138.19 Q653.979 1135.43 652.035 1133.7 Q650.114 1131.96 647.012 1131.96 Q644.813 1131.96 642.359 1132.73 Q639.928 1133.49 637.151 1135.04 L637.151 1130.32 Q639.975 1129.18 642.428 1128.61 Q644.882 1128.03 646.919 1128.03 Q652.289 1128.03 655.484 1130.71 Q658.678 1133.4 658.678 1137.89 Q658.678 1140.02 657.868 1141.94 Q657.081 1143.84 654.975 1146.43 Q654.396 1147.1 651.294 1150.32 Q648.192 1153.51 642.544 1159.28 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip140)\" d=\"M 0 0 M1060.43 1144.58 Q1063.78 1145.3 1065.66 1147.56 Q1067.56 1149.83 1067.56 1153.17 Q1067.56 1158.28 1064.04 1161.08 Q1060.52 1163.88 1054.04 1163.88 Q1051.86 1163.88 1049.55 1163.44 Q1047.26 1163.03 1044.8 1162.17 L1044.8 1157.66 Q1046.75 1158.79 1049.06 1159.37 Q1051.38 1159.95 1053.9 1159.95 Q1058.3 1159.95 1060.59 1158.21 Q1062.9 1156.48 1062.9 1153.17 Q1062.9 1150.11 1060.75 1148.4 Q1058.62 1146.66 1054.8 1146.66 L1050.77 1146.66 L1050.77 1142.82 L1054.99 1142.82 Q1058.44 1142.82 1060.27 1141.45 Q1062.09 1140.06 1062.09 1137.47 Q1062.09 1134.81 1060.2 1133.4 Q1058.32 1131.96 1054.8 1131.96 Q1052.88 1131.96 1050.68 1132.38 Q1048.48 1132.8 1045.84 1133.67 L1045.84 1129.51 Q1048.51 1128.77 1050.82 1128.4 Q1053.16 1128.03 1055.22 1128.03 Q1060.54 1128.03 1063.64 1130.46 Q1066.75 1132.86 1066.75 1136.99 Q1066.75 1139.86 1065.1 1141.85 Q1063.46 1143.81 1060.43 1144.58 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip140)\" d=\"M 0 0 M1467.48 1132.73 L1455.67 1151.17 L1467.48 1151.17 L1467.48 1132.73 M1466.25 1128.65 L1472.13 1128.65 L1472.13 1151.17 L1477.06 1151.17 L1477.06 1155.06 L1472.13 1155.06 L1472.13 1163.21 L1467.48 1163.21 L1467.48 1155.06 L1451.88 1155.06 L1451.88 1150.55 L1466.25 1128.65 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip140)\" d=\"M 0 0 M1863.03 1128.65 L1881.39 1128.65 L1881.39 1132.59 L1867.32 1132.59 L1867.32 1141.06 Q1868.33 1140.71 1869.35 1140.55 Q1870.37 1140.36 1871.39 1140.36 Q1877.18 1140.36 1880.56 1143.54 Q1883.94 1146.71 1883.94 1152.12 Q1883.94 1157.7 1880.46 1160.8 Q1876.99 1163.88 1870.67 1163.88 Q1868.5 1163.88 1866.23 1163.51 Q1863.98 1163.14 1861.58 1162.4 L1861.58 1157.7 Q1863.66 1158.84 1865.88 1159.39 Q1868.1 1159.95 1870.58 1159.95 Q1874.58 1159.95 1876.92 1157.84 Q1879.26 1155.74 1879.26 1152.12 Q1879.26 1148.51 1876.92 1146.41 Q1874.58 1144.3 1870.58 1144.3 Q1868.71 1144.3 1866.83 1144.72 Q1864.98 1145.13 1863.03 1146.01 L1863.03 1128.65 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip140)\" d=\"M 0 0 M1072.79 1208.4 L1059.9 1225.74 L1073.46 1244.04 L1066.56 1244.04 L1056.18 1230.04 L1045.8 1244.04 L1038.9 1244.04 L1052.74 1225.39 L1040.07 1208.4 L1046.98 1208.4 L1056.43 1221.1 L1065.89 1208.4 L1072.79 1208.4 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><polyline clip-path=\"url(#clip142)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
|
|
" 239.603,1106.38 1872.76,1106.38 \n",
|
|
" \"/>\n",
|
|
"<polyline clip-path=\"url(#clip142)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
|
|
" 239.603,909.798 1872.76,909.798 \n",
|
|
" \"/>\n",
|
|
"<polyline clip-path=\"url(#clip142)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
|
|
" 239.603,713.217 1872.76,713.217 \n",
|
|
" \"/>\n",
|
|
"<polyline clip-path=\"url(#clip142)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
|
|
" 239.603,516.635 1872.76,516.635 \n",
|
|
" \"/>\n",
|
|
"<polyline clip-path=\"url(#clip142)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
|
|
" 239.603,320.054 1872.76,320.054 \n",
|
|
" \"/>\n",
|
|
"<polyline clip-path=\"url(#clip142)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
|
|
" 239.603,123.472 1872.76,123.472 \n",
|
|
" \"/>\n",
|
|
"<polyline clip-path=\"url(#clip140)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
|
|
" 239.603,1106.38 239.603,123.472 \n",
|
|
" \"/>\n",
|
|
"<polyline clip-path=\"url(#clip140)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
|
|
" 239.603,1106.38 259.201,1106.38 \n",
|
|
" \"/>\n",
|
|
"<polyline clip-path=\"url(#clip140)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
|
|
" 239.603,909.798 259.201,909.798 \n",
|
|
" \"/>\n",
|
|
"<polyline clip-path=\"url(#clip140)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
|
|
" 239.603,713.217 259.201,713.217 \n",
|
|
" \"/>\n",
|
|
"<polyline clip-path=\"url(#clip140)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
|
|
" 239.603,516.635 259.201,516.635 \n",
|
|
" \"/>\n",
|
|
"<polyline clip-path=\"url(#clip140)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
|
|
" 239.603,320.054 259.201,320.054 \n",
|
|
" \"/>\n",
|
|
"<polyline clip-path=\"url(#clip140)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
|
|
" 239.603,123.472 259.201,123.472 \n",
|
|
" \"/>\n",
|
|
"<path clip-path=\"url(#clip140)\" d=\"M 0 0 M118.373 1106.83 L148.049 1106.83 L148.049 1110.77 L118.373 1110.77 L118.373 1106.83 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip140)\" d=\"M 0 0 M153.928 1119.72 L161.567 1119.72 L161.567 1093.36 L153.257 1095.03 L153.257 1090.77 L161.521 1089.1 L166.197 1089.1 L166.197 1119.72 L173.836 1119.72 L173.836 1123.66 L153.928 1123.66 L153.928 1119.72 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip140)\" d=\"M 0 0 M178.905 1117.78 L183.789 1117.78 L183.789 1123.66 L178.905 1123.66 L178.905 1117.78 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip140)\" d=\"M 0 0 M198.859 1092.18 Q195.248 1092.18 193.419 1095.74 Q191.613 1099.28 191.613 1106.41 Q191.613 1113.52 193.419 1117.09 Q195.248 1120.63 198.859 1120.63 Q202.493 1120.63 204.299 1117.09 Q206.127 1113.52 206.127 1106.41 Q206.127 1099.28 204.299 1095.74 Q202.493 1092.18 198.859 1092.18 M198.859 1088.47 Q204.669 1088.47 207.724 1093.08 Q210.803 1097.66 210.803 1106.41 Q210.803 1115.14 207.724 1119.75 Q204.669 1124.33 198.859 1124.33 Q193.049 1124.33 189.97 1119.75 Q186.914 1115.14 186.914 1106.41 Q186.914 1097.66 189.97 1093.08 Q193.049 1088.47 198.859 1088.47 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip140)\" d=\"M 0 0 M117.239 910.25 L146.915 910.25 L146.915 914.185 L117.239 914.185 L117.239 910.25 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip140)\" d=\"M 0 0 M161.984 895.597 Q158.373 895.597 156.544 899.162 Q154.739 902.703 154.739 909.833 Q154.739 916.939 156.544 920.504 Q158.373 924.046 161.984 924.046 Q165.618 924.046 167.424 920.504 Q169.252 916.939 169.252 909.833 Q169.252 902.703 167.424 899.162 Q165.618 895.597 161.984 895.597 M161.984 891.893 Q167.794 891.893 170.85 896.5 Q173.928 901.083 173.928 909.833 Q173.928 918.56 170.85 923.166 Q167.794 927.75 161.984 927.75 Q156.174 927.75 153.095 923.166 Q150.04 918.56 150.04 909.833 Q150.04 901.083 153.095 896.5 Q156.174 891.893 161.984 891.893 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip140)\" d=\"M 0 0 M178.998 921.199 L183.882 921.199 L183.882 927.078 L178.998 927.078 L178.998 921.199 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip140)\" d=\"M 0 0 M198.951 910.666 Q195.618 910.666 193.697 912.449 Q191.799 914.231 191.799 917.356 Q191.799 920.481 193.697 922.264 Q195.618 924.046 198.951 924.046 Q202.285 924.046 204.206 922.264 Q206.127 920.458 206.127 917.356 Q206.127 914.231 204.206 912.449 Q202.308 910.666 198.951 910.666 M194.275 908.676 Q191.266 907.935 189.576 905.875 Q187.91 903.815 187.91 900.852 Q187.91 896.708 190.85 894.301 Q193.813 891.893 198.951 891.893 Q204.113 891.893 207.053 894.301 Q209.993 896.708 209.993 900.852 Q209.993 903.815 208.303 905.875 Q206.637 907.935 203.65 908.676 Q207.03 909.463 208.905 911.754 Q210.803 914.046 210.803 917.356 Q210.803 922.379 207.724 925.064 Q204.669 927.75 198.951 927.75 Q193.234 927.75 190.155 925.064 Q187.1 922.379 187.1 917.356 Q187.1 914.046 188.998 911.754 Q190.896 909.463 194.275 908.676 M192.563 901.291 Q192.563 903.977 194.229 905.481 Q195.919 906.986 198.951 906.986 Q201.961 906.986 203.65 905.481 Q205.363 903.977 205.363 901.291 Q205.363 898.606 203.65 897.102 Q201.961 895.597 198.951 895.597 Q195.919 895.597 194.229 897.102 Q192.563 898.606 192.563 901.291 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip140)\" d=\"M 0 0 M116.984 713.668 L146.66 713.668 L146.66 717.603 L116.984 717.603 L116.984 713.668 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip140)\" d=\"M 0 0 M161.729 699.015 Q158.118 699.015 156.29 702.58 Q154.484 706.122 154.484 713.251 Q154.484 720.358 156.29 723.923 Q158.118 727.464 161.729 727.464 Q165.364 727.464 167.169 723.923 Q168.998 720.358 168.998 713.251 Q168.998 706.122 167.169 702.58 Q165.364 699.015 161.729 699.015 M161.729 695.312 Q167.54 695.312 170.595 699.918 Q173.674 704.502 173.674 713.251 Q173.674 721.978 170.595 726.585 Q167.54 731.168 161.729 731.168 Q155.919 731.168 152.841 726.585 Q149.785 721.978 149.785 713.251 Q149.785 704.502 152.841 699.918 Q155.919 695.312 161.729 695.312 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip140)\" d=\"M 0 0 M178.743 724.617 L183.627 724.617 L183.627 730.497 L178.743 730.497 L178.743 724.617 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip140)\" d=\"M 0 0 M199.275 711.353 Q196.127 711.353 194.275 713.506 Q192.447 715.659 192.447 719.409 Q192.447 723.136 194.275 725.312 Q196.127 727.464 199.275 727.464 Q202.424 727.464 204.252 725.312 Q206.104 723.136 206.104 719.409 Q206.104 715.659 204.252 713.506 Q202.424 711.353 199.275 711.353 M208.558 696.701 L208.558 700.96 Q206.799 700.127 204.993 699.687 Q203.211 699.247 201.451 699.247 Q196.822 699.247 194.368 702.372 Q191.938 705.497 191.59 711.816 Q192.956 709.802 195.016 708.738 Q197.076 707.65 199.553 707.65 Q204.762 707.65 207.771 710.821 Q210.803 713.969 210.803 719.409 Q210.803 724.733 207.655 727.95 Q204.507 731.168 199.275 731.168 Q193.28 731.168 190.109 726.585 Q186.938 721.978 186.938 713.251 Q186.938 705.057 190.826 700.196 Q194.715 695.312 201.266 695.312 Q203.025 695.312 204.808 695.659 Q206.613 696.006 208.558 696.701 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip140)\" d=\"M 0 0 M116.66 517.087 L146.336 517.087 L146.336 521.022 L116.66 521.022 L116.66 517.087 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip140)\" d=\"M 0 0 M161.405 502.434 Q157.794 502.434 155.966 505.999 Q154.16 509.54 154.16 516.67 Q154.16 523.776 155.966 527.341 Q157.794 530.883 161.405 530.883 Q165.04 530.883 166.845 527.341 Q168.674 523.776 168.674 516.67 Q168.674 509.54 166.845 505.999 Q165.04 502.434 161.405 502.434 M161.405 498.73 Q167.215 498.73 170.271 503.337 Q173.35 507.92 173.35 516.67 Q173.35 525.397 170.271 530.003 Q167.215 534.587 161.405 534.587 Q155.595 534.587 152.516 530.003 Q149.461 525.397 149.461 516.67 Q149.461 507.92 152.516 503.337 Q155.595 498.73 161.405 498.73 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip140)\" d=\"M 0 0 M178.419 528.036 L183.303 528.036 L183.303 533.915 L178.419 533.915 L178.419 528.036 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip140)\" d=\"M 0 0 M201.22 503.429 L189.414 521.878 L201.22 521.878 L201.22 503.429 M199.993 499.355 L205.873 499.355 L205.873 521.878 L210.803 521.878 L210.803 525.767 L205.873 525.767 L205.873 533.915 L201.22 533.915 L201.22 525.767 L185.618 525.767 L185.618 521.253 L199.993 499.355 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip140)\" d=\"M 0 0 M118.743 320.505 L148.419 320.505 L148.419 324.44 L118.743 324.44 L118.743 320.505 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip140)\" d=\"M 0 0 M163.489 305.852 Q159.878 305.852 158.049 309.417 Q156.243 312.959 156.243 320.088 Q156.243 327.195 158.049 330.76 Q159.878 334.301 163.489 334.301 Q167.123 334.301 168.928 330.76 Q170.757 327.195 170.757 320.088 Q170.757 312.959 168.928 309.417 Q167.123 305.852 163.489 305.852 M163.489 302.149 Q169.299 302.149 172.354 306.755 Q175.433 311.338 175.433 320.088 Q175.433 328.815 172.354 333.422 Q169.299 338.005 163.489 338.005 Q157.678 338.005 154.6 333.422 Q151.544 328.815 151.544 320.088 Q151.544 311.338 154.6 306.755 Q157.678 302.149 163.489 302.149 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip140)\" d=\"M 0 0 M180.502 331.454 L185.387 331.454 L185.387 337.334 L180.502 337.334 L180.502 331.454 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip140)\" d=\"M 0 0 M194.484 333.399 L210.803 333.399 L210.803 337.334 L188.859 337.334 L188.859 333.399 Q191.521 330.644 196.104 326.014 Q200.711 321.362 201.891 320.019 Q204.137 317.496 205.016 315.76 Q205.919 314 205.919 312.311 Q205.919 309.556 203.975 307.82 Q202.053 306.084 198.951 306.084 Q196.752 306.084 194.299 306.848 Q191.868 307.612 189.09 309.163 L189.09 304.44 Q191.914 303.306 194.368 302.727 Q196.822 302.149 198.859 302.149 Q204.229 302.149 207.424 304.834 Q210.618 307.519 210.618 312.01 Q210.618 314.139 209.808 316.061 Q209.021 317.959 206.914 320.551 Q206.336 321.223 203.234 324.44 Q200.132 327.635 194.484 333.399 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip140)\" d=\"M 0 0 M161.891 109.271 Q158.28 109.271 156.452 112.836 Q154.646 116.377 154.646 123.507 Q154.646 130.613 156.452 134.178 Q158.28 137.72 161.891 137.72 Q165.526 137.72 167.331 134.178 Q169.16 130.613 169.16 123.507 Q169.16 116.377 167.331 112.836 Q165.526 109.271 161.891 109.271 M161.891 105.567 Q167.702 105.567 170.757 110.174 Q173.836 114.757 173.836 123.507 Q173.836 132.234 170.757 136.84 Q167.702 141.423 161.891 141.423 Q156.081 141.423 153.003 136.84 Q149.947 132.234 149.947 123.507 Q149.947 114.757 153.003 110.174 Q156.081 105.567 161.891 105.567 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip140)\" d=\"M 0 0 M178.905 134.873 L183.789 134.873 L183.789 140.752 L178.905 140.752 L178.905 134.873 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip140)\" d=\"M 0 0 M198.859 109.271 Q195.248 109.271 193.419 112.836 Q191.613 116.377 191.613 123.507 Q191.613 130.613 193.419 134.178 Q195.248 137.72 198.859 137.72 Q202.493 137.72 204.299 134.178 Q206.127 130.613 206.127 123.507 Q206.127 116.377 204.299 112.836 Q202.493 109.271 198.859 109.271 M198.859 105.567 Q204.669 105.567 207.724 110.174 Q210.803 114.757 210.803 123.507 Q210.803 132.234 207.724 136.84 Q204.669 141.423 198.859 141.423 Q193.049 141.423 189.97 136.84 Q186.914 132.234 186.914 123.507 Q186.914 114.757 189.97 110.174 Q193.049 105.567 198.859 105.567 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip140)\" d=\"M 0 0 M76.9143 613.239 Q83.28 615.722 85.2216 618.077 Q87.1631 620.432 87.1631 624.379 L87.1631 629.058 L82.2615 629.058 L82.2615 625.62 Q82.2615 623.201 81.1157 621.865 Q79.9699 620.528 75.7048 618.905 L73.0312 617.854 L37.9562 632.273 L37.9562 626.066 L65.838 614.926 L37.9562 603.786 L37.9562 597.579 L76.9143 613.239 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip140)\" d=\"M 0 0 M575.783 16.7545 L575.783 25.383 Q571.651 21.5346 566.952 19.6307 Q562.293 17.7268 557.027 17.7268 Q546.657 17.7268 541.148 24.0867 Q535.638 30.4061 535.638 42.3968 Q535.638 54.3469 541.148 60.7069 Q546.657 67.0263 557.027 67.0263 Q562.293 67.0263 566.952 65.1223 Q571.651 63.2184 575.783 59.3701 L575.783 67.9175 Q571.489 70.8341 566.668 72.2924 Q561.888 73.7508 556.541 73.7508 Q542.808 73.7508 534.909 65.3654 Q527.01 56.9395 527.01 42.3968 Q527.01 27.8135 534.909 19.4281 Q542.808 11.0023 556.541 11.0023 Q561.969 11.0023 566.749 12.4606 Q571.57 13.8784 575.783 16.7545 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip140)\" d=\"M 0 0 M601.182 32.4315 Q595.187 32.4315 591.703 37.1306 Q588.219 41.7891 588.219 49.9314 Q588.219 58.0738 591.662 62.7728 Q595.146 67.4314 601.182 67.4314 Q607.137 67.4314 610.621 62.7323 Q614.104 58.0333 614.104 49.9314 Q614.104 41.8701 610.621 37.1711 Q607.137 32.4315 601.182 32.4315 M601.182 26.1121 Q610.904 26.1121 616.454 32.4315 Q622.004 38.7509 622.004 49.9314 Q622.004 61.0714 616.454 67.4314 Q610.904 73.7508 601.182 73.7508 Q591.419 73.7508 585.87 67.4314 Q580.36 61.0714 580.36 49.9314 Q580.36 38.7509 585.87 32.4315 Q591.419 26.1121 601.182 26.1121 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip140)\" d=\"M 0 0 M667.536 45.1919 L667.536 72.576 L660.082 72.576 L660.082 45.4349 Q660.082 38.994 657.571 35.7938 Q655.059 32.5936 650.036 32.5936 Q644 32.5936 640.516 36.4419 Q637.032 40.2903 637.032 46.9338 L637.032 72.576 L629.538 72.576 L629.538 27.2059 L637.032 27.2059 L637.032 34.2544 Q639.706 30.163 643.311 28.1376 Q646.957 26.1121 651.697 26.1121 Q659.515 26.1121 663.525 30.9732 Q667.536 35.7938 667.536 45.1919 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip140)\" d=\"M 0 0 M682.727 14.324 L682.727 27.2059 L698.08 27.2059 L698.08 32.9987 L682.727 32.9987 L682.727 57.6282 Q682.727 63.1779 684.226 64.7578 Q685.765 66.3376 690.423 66.3376 L698.08 66.3376 L698.08 72.576 L690.423 72.576 Q681.795 72.576 678.514 69.3758 Q675.233 66.1351 675.233 57.6282 L675.233 32.9987 L669.764 32.9987 L669.764 27.2059 L675.233 27.2059 L675.233 14.324 L682.727 14.324 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip140)\" d=\"M 0 0 M723.479 32.4315 Q717.483 32.4315 714 37.1306 Q710.516 41.7891 710.516 49.9314 Q710.516 58.0738 713.959 62.7728 Q717.443 67.4314 723.479 67.4314 Q729.434 67.4314 732.917 62.7323 Q736.401 58.0333 736.401 49.9314 Q736.401 41.8701 732.917 37.1711 Q729.434 32.4315 723.479 32.4315 M723.479 26.1121 Q733.201 26.1121 738.751 32.4315 Q744.3 38.7509 744.3 49.9314 Q744.3 61.0714 738.751 67.4314 Q733.201 73.7508 723.479 73.7508 Q713.716 73.7508 708.166 67.4314 Q702.657 61.0714 702.657 49.9314 Q702.657 38.7509 708.166 32.4315 Q713.716 26.1121 723.479 26.1121 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip140)\" d=\"M 0 0 M751.349 54.671 L751.349 27.2059 L758.803 27.2059 L758.803 54.3874 Q758.803 60.8284 761.314 64.0691 Q763.826 67.2693 768.849 67.2693 Q774.885 67.2693 778.369 63.421 Q781.893 59.5726 781.893 52.9291 L781.893 27.2059 L789.346 27.2059 L789.346 72.576 L781.893 72.576 L781.893 65.6084 Q779.179 69.7404 775.573 71.7658 Q772.009 73.7508 767.269 73.7508 Q759.451 73.7508 755.4 68.8897 Q751.349 64.0286 751.349 54.671 M770.105 26.1121 L770.105 26.1121 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip140)\" d=\"M 0 0 M823.455 34.1734 Q822.199 33.4443 820.7 33.1202 Q819.242 32.7556 817.46 32.7556 Q811.14 32.7556 807.738 36.8875 Q804.375 40.9789 804.375 48.6757 L804.375 72.576 L796.881 72.576 L796.881 27.2059 L804.375 27.2059 L804.375 34.2544 Q806.725 30.1225 810.492 28.1376 Q814.26 26.1121 819.647 26.1121 Q820.417 26.1121 821.349 26.2337 Q822.28 26.3147 823.415 26.5172 L823.455 34.1734 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip140)\" d=\"M 0 0 M864.855 65.7705 L864.855 89.8329 L857.361 89.8329 L857.361 27.2059 L864.855 27.2059 L864.855 34.0924 Q867.205 30.0415 870.77 28.0971 Q874.375 26.1121 879.358 26.1121 Q887.621 26.1121 892.766 32.6746 Q897.951 39.2371 897.951 49.9314 Q897.951 60.6258 892.766 67.1883 Q887.621 73.7508 879.358 73.7508 Q874.375 73.7508 870.77 71.8063 Q867.205 69.8214 864.855 65.7705 M890.214 49.9314 Q890.214 41.7081 886.811 37.0496 Q883.449 32.3505 877.535 32.3505 Q871.62 32.3505 868.218 37.0496 Q864.855 41.7081 864.855 49.9314 Q864.855 58.1548 868.218 62.8538 Q871.62 67.5124 877.535 67.5124 Q883.449 67.5124 886.811 62.8538 Q890.214 58.1548 890.214 49.9314 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip140)\" d=\"M 0 0 M905.769 9.54393 L913.223 9.54393 L913.223 72.576 L905.769 72.576 L905.769 9.54393 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip140)\" d=\"M 0 0 M938.622 32.4315 Q932.627 32.4315 929.143 37.1306 Q925.659 41.7891 925.659 49.9314 Q925.659 58.0738 929.103 62.7728 Q932.586 67.4314 938.622 67.4314 Q944.577 67.4314 948.061 62.7323 Q951.545 58.0333 951.545 49.9314 Q951.545 41.8701 948.061 37.1711 Q944.577 32.4315 938.622 32.4315 M938.622 26.1121 Q948.344 26.1121 953.894 32.4315 Q959.444 38.7509 959.444 49.9314 Q959.444 61.0714 953.894 67.4314 Q948.344 73.7508 938.622 73.7508 Q928.86 73.7508 923.31 67.4314 Q917.801 61.0714 917.801 49.9314 Q917.801 38.7509 923.31 32.4315 Q928.86 26.1121 938.622 26.1121 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip140)\" d=\"M 0 0 M974.635 14.324 L974.635 27.2059 L989.988 27.2059 L989.988 32.9987 L974.635 32.9987 L974.635 57.6282 Q974.635 63.1779 976.134 64.7578 Q977.673 66.3376 982.332 66.3376 L989.988 66.3376 L989.988 72.576 L982.332 72.576 Q973.703 72.576 970.422 69.3758 Q967.141 66.1351 967.141 57.6282 L967.141 32.9987 L961.672 32.9987 L961.672 27.2059 L967.141 27.2059 L967.141 14.324 L974.635 14.324 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip140)\" d=\"M 0 0 M1041.76 32.4315 Q1035.76 32.4315 1032.28 37.1306 Q1028.8 41.7891 1028.8 49.9314 Q1028.8 58.0738 1032.24 62.7728 Q1035.72 67.4314 1041.76 67.4314 Q1047.71 67.4314 1051.2 62.7323 Q1054.68 58.0333 1054.68 49.9314 Q1054.68 41.8701 1051.2 37.1711 Q1047.71 32.4315 1041.76 32.4315 M1041.76 26.1121 Q1051.48 26.1121 1057.03 32.4315 Q1062.58 38.7509 1062.58 49.9314 Q1062.58 61.0714 1057.03 67.4314 Q1051.48 73.7508 1041.76 73.7508 Q1032 73.7508 1026.45 67.4314 Q1020.94 61.0714 1020.94 49.9314 Q1020.94 38.7509 1026.45 32.4315 Q1032 26.1121 1041.76 26.1121 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip140)\" d=\"M 0 0 M1093.37 9.54393 L1093.37 15.7418 L1086.24 15.7418 Q1082.23 15.7418 1080.65 17.3622 Q1079.11 18.9825 1079.11 23.1955 L1079.11 27.2059 L1091.38 27.2059 L1091.38 32.9987 L1079.11 32.9987 L1079.11 72.576 L1071.61 72.576 L1071.61 32.9987 L1064.48 32.9987 L1064.48 27.2059 L1071.61 27.2059 L1071.61 24.0462 Q1071.61 16.471 1075.14 13.0277 Q1078.66 9.54393 1086.32 9.54393 L1093.37 9.54393 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip140)\" d=\"M 0 0 M1127.56 9.54393 L1135.01 9.54393 L1135.01 72.576 L1127.56 72.576 L1127.56 9.54393 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip140)\" d=\"M 0 0 M1160.41 32.4315 Q1154.41 32.4315 1150.93 37.1306 Q1147.45 41.7891 1147.45 49.9314 Q1147.45 58.0738 1150.89 62.7728 Q1154.37 67.4314 1160.41 67.4314 Q1166.36 67.4314 1169.85 62.7323 Q1173.33 58.0333 1173.33 49.9314 Q1173.33 41.8701 1169.85 37.1711 Q1166.36 32.4315 1160.41 32.4315 M1160.41 26.1121 Q1170.13 26.1121 1175.68 32.4315 Q1181.23 38.7509 1181.23 49.9314 Q1181.23 61.0714 1175.68 67.4314 Q1170.13 73.7508 1160.41 73.7508 Q1150.65 73.7508 1145.1 67.4314 Q1139.59 61.0714 1139.59 49.9314 Q1139.59 38.7509 1145.1 32.4315 Q1150.65 26.1121 1160.41 26.1121 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip140)\" d=\"M 0 0 M1217.97 28.5427 L1217.97 35.5912 Q1214.81 33.9709 1211.41 33.1607 Q1208.01 32.3505 1204.36 32.3505 Q1198.81 32.3505 1196.02 34.0519 Q1193.26 35.7533 1193.26 39.156 Q1193.26 41.7486 1195.25 43.2475 Q1197.23 44.7058 1203.23 46.0426 L1205.78 46.6097 Q1213.72 48.3111 1217.04 51.4303 Q1220.4 54.509 1220.4 60.0587 Q1220.4 66.3781 1215.38 70.0644 Q1210.4 73.7508 1201.65 73.7508 Q1198 73.7508 1194.03 73.0216 Q1190.1 72.3329 1185.73 70.9151 L1185.73 63.2184 Q1189.86 65.3654 1193.87 66.4591 Q1197.88 67.5124 1201.81 67.5124 Q1207.08 67.5124 1209.91 65.73 Q1212.75 63.9071 1212.75 60.6258 Q1212.75 57.5877 1210.68 55.9673 Q1208.66 54.3469 1201.73 52.8481 L1199.14 52.2405 Q1192.21 50.7821 1189.13 47.7845 Q1186.05 44.7463 1186.05 39.4801 Q1186.05 33.0797 1190.59 29.5959 Q1195.13 26.1121 1203.47 26.1121 Q1207.6 26.1121 1211.25 26.7198 Q1214.89 27.3274 1217.97 28.5427 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip140)\" d=\"M 0 0 M1257.14 28.5427 L1257.14 35.5912 Q1253.99 33.9709 1250.58 33.1607 Q1247.18 32.3505 1243.53 32.3505 Q1237.98 32.3505 1235.19 34.0519 Q1232.43 35.7533 1232.43 39.156 Q1232.43 41.7486 1234.42 43.2475 Q1236.4 44.7058 1242.4 46.0426 L1244.95 46.6097 Q1252.89 48.3111 1256.21 51.4303 Q1259.58 54.509 1259.58 60.0587 Q1259.58 66.3781 1254.55 70.0644 Q1249.57 73.7508 1240.82 73.7508 Q1237.17 73.7508 1233.2 73.0216 Q1229.27 72.3329 1224.9 70.9151 L1224.9 63.2184 Q1229.03 65.3654 1233.04 66.4591 Q1237.05 67.5124 1240.98 67.5124 Q1246.25 67.5124 1249.08 65.73 Q1251.92 63.9071 1251.92 60.6258 Q1251.92 57.5877 1249.85 55.9673 Q1247.83 54.3469 1240.9 52.8481 L1238.31 52.2405 Q1231.38 50.7821 1228.3 47.7845 Q1225.22 44.7463 1225.22 39.4801 Q1225.22 33.0797 1229.76 29.5959 Q1234.3 26.1121 1242.64 26.1121 Q1246.77 26.1121 1250.42 26.7198 Q1254.07 27.3274 1257.14 28.5427 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip140)\" d=\"M 0 0 M1316.73 9.54393 L1316.73 15.7418 L1309.6 15.7418 Q1305.59 15.7418 1304.01 17.3622 Q1302.47 18.9825 1302.47 23.1955 L1302.47 27.2059 L1314.75 27.2059 L1314.75 32.9987 L1302.47 32.9987 L1302.47 72.576 L1294.98 72.576 L1294.98 32.9987 L1287.85 32.9987 L1287.85 27.2059 L1294.98 27.2059 L1294.98 24.0462 Q1294.98 16.471 1298.5 13.0277 Q1302.03 9.54393 1309.69 9.54393 L1316.73 9.54393 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip140)\" d=\"M 0 0 M1323.78 54.671 L1323.78 27.2059 L1331.24 27.2059 L1331.24 54.3874 Q1331.24 60.8284 1333.75 64.0691 Q1336.26 67.2693 1341.28 67.2693 Q1347.32 67.2693 1350.8 63.421 Q1354.33 59.5726 1354.33 52.9291 L1354.33 27.2059 L1361.78 27.2059 L1361.78 72.576 L1354.33 72.576 L1354.33 65.6084 Q1351.61 69.7404 1348.01 71.7658 Q1344.44 73.7508 1339.7 73.7508 Q1331.88 73.7508 1327.83 68.8897 Q1323.78 64.0286 1323.78 54.671 M1342.54 26.1121 L1342.54 26.1121 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip140)\" d=\"M 0 0 M1407.31 45.1919 L1407.31 72.576 L1399.86 72.576 L1399.86 45.4349 Q1399.86 38.994 1397.35 35.7938 Q1394.84 32.5936 1389.81 32.5936 Q1383.78 32.5936 1380.29 36.4419 Q1376.81 40.2903 1376.81 46.9338 L1376.81 72.576 L1369.31 72.576 L1369.31 27.2059 L1376.81 27.2059 L1376.81 34.2544 Q1379.48 30.163 1383.09 28.1376 Q1386.73 26.1121 1391.47 26.1121 Q1399.29 26.1121 1403.3 30.9732 Q1407.31 35.7938 1407.31 45.1919 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip140)\" d=\"M 0 0 M1447.78 28.9478 L1447.78 35.9153 Q1444.62 34.1734 1441.42 33.3227 Q1438.26 32.4315 1435.02 32.4315 Q1427.77 32.4315 1423.76 37.0496 Q1419.75 41.6271 1419.75 49.9314 Q1419.75 58.2358 1423.76 62.8538 Q1427.77 67.4314 1435.02 67.4314 Q1438.26 67.4314 1441.42 66.5807 Q1444.62 65.6895 1447.78 63.9476 L1447.78 70.8341 Q1444.66 72.2924 1441.3 73.0216 Q1437.98 73.7508 1434.21 73.7508 Q1423.96 73.7508 1417.93 67.3098 Q1411.89 60.8689 1411.89 49.9314 Q1411.89 38.832 1417.97 32.472 Q1424.08 26.1121 1434.7 26.1121 Q1438.14 26.1121 1441.42 26.8413 Q1444.7 27.5299 1447.78 28.9478 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip140)\" d=\"M 0 0 M1462.97 14.324 L1462.97 27.2059 L1478.32 27.2059 L1478.32 32.9987 L1462.97 32.9987 L1462.97 57.6282 Q1462.97 63.1779 1464.47 64.7578 Q1466.01 66.3376 1470.67 66.3376 L1478.32 66.3376 L1478.32 72.576 L1470.67 72.576 Q1462.04 72.576 1458.76 69.3758 Q1455.48 66.1351 1455.48 57.6282 L1455.48 32.9987 L1450.01 32.9987 L1450.01 27.2059 L1455.48 27.2059 L1455.48 14.324 L1462.97 14.324 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip140)\" d=\"M 0 0 M1486.14 27.2059 L1493.6 27.2059 L1493.6 72.576 L1486.14 72.576 L1486.14 27.2059 M1486.14 9.54393 L1493.6 9.54393 L1493.6 18.9825 L1486.14 18.9825 L1486.14 9.54393 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip140)\" d=\"M 0 0 M1519 32.4315 Q1513 32.4315 1509.52 37.1306 Q1506.03 41.7891 1506.03 49.9314 Q1506.03 58.0738 1509.48 62.7728 Q1512.96 67.4314 1519 67.4314 Q1524.95 67.4314 1528.43 62.7323 Q1531.92 58.0333 1531.92 49.9314 Q1531.92 41.8701 1528.43 37.1711 Q1524.95 32.4315 1519 32.4315 M1519 26.1121 Q1528.72 26.1121 1534.27 32.4315 Q1539.82 38.7509 1539.82 49.9314 Q1539.82 61.0714 1534.27 67.4314 Q1528.72 73.7508 1519 73.7508 Q1509.23 73.7508 1503.68 67.4314 Q1498.17 61.0714 1498.17 49.9314 Q1498.17 38.7509 1503.68 32.4315 Q1509.23 26.1121 1519 26.1121 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip140)\" d=\"M 0 0 M1585.35 45.1919 L1585.35 72.576 L1577.9 72.576 L1577.9 45.4349 Q1577.9 38.994 1575.38 35.7938 Q1572.87 32.5936 1567.85 32.5936 Q1561.81 32.5936 1558.33 36.4419 Q1554.85 40.2903 1554.85 46.9338 L1554.85 72.576 L1547.35 72.576 L1547.35 27.2059 L1554.85 27.2059 L1554.85 34.2544 Q1557.52 30.163 1561.12 28.1376 Q1564.77 26.1121 1569.51 26.1121 Q1577.33 26.1121 1581.34 30.9732 Q1585.35 35.7938 1585.35 45.1919 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><polyline clip-path=\"url(#clip142)\" style=\"stroke:#130a34; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
|
|
" 322.193,1106.38 320.253,1105.46 306.029,1098.26 300.09,1095.15 291.06,1090.13 279.928,1083.73 277.094,1082.01 264.204,1073.89 259.766,1070.98 252.199,1065.76 \n",
|
|
" 240.876,1057.64 239.603,1056.69 \n",
|
|
" \"/>\n",
|
|
"<polyline clip-path=\"url(#clip142)\" style=\"stroke:#130a34; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
|
|
" 973.494,1106.38 985.611,1100.43 989.779,1098.26 1004.84,1090.13 1005.77,1089.61 1018.63,1082.01 1025.94,1077.53 1031.56,1073.89 1043.65,1065.76 1046.1,1064.05 \n",
|
|
" 1054.81,1057.64 1065.41,1049.52 1066.26,1048.84 1075.12,1041.39 1084.37,1033.27 1086.42,1031.38 1092.89,1025.15 1100.91,1017.02 1106.59,1010.97 1108.44,1008.9 \n",
|
|
" 1115.34,1000.78 1121.85,992.655 1126.75,986.151 1127.92,984.532 1133.41,976.409 1138.54,968.285 1143.29,960.162 1146.91,953.439 1147.64,952.039 1151.48,943.916 \n",
|
|
" 1154.97,935.793 1158.1,927.669 1160.87,919.546 1163.29,911.423 1165.35,903.3 1167.05,895.177 1167.07,895.024 1168.34,887.053 1169.29,878.93 1169.89,870.807 \n",
|
|
" 1170.15,862.684 1170.06,854.561 1169.63,846.437 1168.86,838.314 1167.74,830.191 1167.07,826.503 1166.24,822.068 1164.36,813.944 1162.13,805.821 1159.53,797.698 \n",
|
|
" 1156.58,789.575 1153.27,781.452 1149.6,773.328 1146.91,767.895 1145.52,765.205 1140.96,757.082 1136.02,748.959 1130.71,740.836 1126.75,735.168 1124.96,732.712 \n",
|
|
" 1118.64,724.589 1111.94,716.466 1106.59,710.336 1104.77,708.343 1096.95,700.22 1088.73,692.096 1086.42,689.927 1079.8,683.973 1070.34,675.85 1066.26,672.498 \n",
|
|
" 1060.17,667.727 1049.35,659.604 1046.1,657.261 1037.66,651.48 1025.94,643.747 1025.31,643.357 1011.82,635.234 1005.77,631.722 997.374,627.111 985.611,620.874 \n",
|
|
" 981.835,618.988 965.449,611.074 964.987,610.864 946.472,602.741 945.286,602.237 926.107,594.618 925.124,594.239 904.962,587.016 903.389,586.495 884.799,580.517 \n",
|
|
" 877.534,578.372 864.637,574.671 847.719,570.248 844.475,569.423 824.312,564.798 811.25,562.125 804.15,560.711 783.987,557.183 763.825,554.142 762.721,554.002 \n",
|
|
" 743.663,551.65 723.5,549.636 703.338,548.096 683.176,547.03 663.013,546.437 642.851,546.319 622.688,546.674 602.526,547.503 582.364,548.807 562.201,550.584 \n",
|
|
" 542.039,552.835 533.404,554.002 521.876,555.602 501.714,558.887 484.4,562.125 481.552,562.673 461.389,567.048 448.155,570.248 441.227,571.971 421.065,577.499 \n",
|
|
" 418.154,578.372 400.902,583.693 392.53,586.495 380.74,590.559 369.824,594.618 360.577,598.162 349.442,602.741 340.415,606.572 330.941,610.864 320.253,615.868 \n",
|
|
" 313.986,618.988 300.09,626.142 298.314,627.111 283.934,635.234 279.928,637.58 270.589,643.357 259.766,650.308 258.032,651.48 246.481,659.604 239.603,664.639 \n",
|
|
" \n",
|
|
" \"/>\n",
|
|
"<polyline clip-path=\"url(#clip142)\" style=\"stroke:#240b4e; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
|
|
" 239.603,564.297 244.038,562.125 259.766,554.628 261.149,554.002 279.581,545.879 279.928,545.73 299.541,537.756 300.09,537.538 320.253,529.994 321.281,529.632 \n",
|
|
" 340.415,523.064 345.252,521.509 360.577,516.699 371.901,513.386 380.74,510.859 400.902,505.516 401.938,505.263 421.065,500.697 437.35,497.14 441.227,496.311 \n",
|
|
" 461.389,492.406 480.885,489.016 481.552,488.903 501.714,485.865 521.876,483.22 542.039,480.966 542.83,480.893 562.201,479.142 582.364,477.704 602.526,476.649 \n",
|
|
" 622.688,475.977 642.851,475.69 663.013,475.785 683.176,476.265 703.338,477.128 723.5,478.375 743.663,480.006 752.548,480.893 763.825,482.044 783.987,484.494 \n",
|
|
" 804.15,487.335 814.633,489.016 824.312,490.603 844.475,494.308 858.376,497.14 864.637,498.443 884.799,503.052 893.682,505.263 904.962,508.135 924.025,513.386 \n",
|
|
" 925.124,513.696 945.286,519.81 950.524,521.509 965.449,526.47 974.378,529.632 985.611,533.71 996.111,537.756 1005.77,541.573 1016.07,545.879 1025.94,550.11 \n",
|
|
" 1034.54,554.002 1046.1,559.373 1051.73,562.125 1066.26,569.423 1067.83,570.248 1082.81,578.372 1086.42,580.384 1096.88,586.495 1106.59,592.331 1110.22,594.618 \n",
|
|
" 1122.76,602.741 1126.75,605.411 1134.56,610.864 1145.84,618.988 1146.91,619.789 1156.34,627.111 1166.45,635.234 1167.07,635.75 1175.86,643.357 1184.89,651.48 \n",
|
|
" 1187.24,653.671 1193.35,659.604 1201.39,667.727 1207.4,674.057 1209.04,675.85 1216.16,683.973 1222.95,692.096 1227.56,697.876 1229.36,700.22 1235.31,708.343 \n",
|
|
" 1240.95,716.466 1246.28,724.589 1247.72,726.929 1251.18,732.712 1255.73,740.836 1259.99,748.959 1263.95,757.082 1267.61,765.205 1267.88,765.879 1270.87,773.328 \n",
|
|
" 1273.83,781.452 1276.51,789.575 1278.89,797.698 1280.99,805.821 1282.79,813.944 1284.31,822.068 1285.54,830.191 1286.48,838.314 1287.13,846.437 1287.49,854.561 \n",
|
|
" 1287.56,862.684 1287.35,870.807 1286.84,878.93 1286.05,887.053 1284.96,895.177 1283.59,903.3 1281.93,911.423 1279.97,919.546 1277.73,927.669 1275.2,935.793 \n",
|
|
" 1272.39,943.916 1269.28,952.039 1267.88,955.369 1265.81,960.162 1262.01,968.285 1257.9,976.409 1253.49,984.532 1248.79,992.655 1247.72,994.386 1243.65,1000.78 \n",
|
|
" 1238.17,1008.9 1232.38,1017.02 1227.56,1023.44 1226.23,1025.15 1219.59,1033.27 1212.64,1041.39 1207.4,1047.24 1205.29,1049.52 1197.41,1057.64 1189.2,1065.76 \n",
|
|
" 1187.24,1067.64 1180.42,1073.89 1171.21,1082.01 1167.07,1085.53 1161.44,1090.13 1151.16,1098.26 1146.91,1101.5 1140.25,1106.38 \n",
|
|
" \"/>\n",
|
|
"<polyline clip-path=\"url(#clip142)\" style=\"stroke:#390962; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
|
|
" 1263.38,1106.38 1267.88,1102.26 1272.12,1098.26 1280.43,1090.13 1288.05,1082.43 1288.44,1082.01 1295.94,1073.89 1303.15,1065.76 1308.21,1059.84 1310.03,1057.64 \n",
|
|
" 1316.48,1049.52 1322.67,1041.39 1328.37,1033.55 1328.57,1033.27 1334.05,1025.15 1339.26,1017.02 1344.2,1008.9 1348.53,1001.39 1348.87,1000.78 1353.17,992.655 \n",
|
|
" 1357.2,984.532 1360.99,976.409 1364.51,968.285 1367.78,960.162 1368.7,957.684 1370.73,952.039 1373.41,943.916 1375.84,935.793 1378.02,927.669 1379.95,919.546 \n",
|
|
" 1381.64,911.423 1383.07,903.3 1384.25,895.177 1385.19,887.053 1385.87,878.93 1386.31,870.807 1386.5,862.684 1386.43,854.561 1386.12,846.437 1385.56,838.314 \n",
|
|
" 1384.75,830.191 1383.69,822.068 1382.38,813.944 1380.83,805.821 1379.02,797.698 1376.96,789.575 1374.66,781.452 1372.1,773.328 1369.3,765.205 1368.7,763.603 \n",
|
|
" 1366.18,757.082 1362.78,748.959 1359.13,740.836 1355.22,732.712 1351.05,724.589 1348.53,719.962 1346.58,716.466 1341.76,708.343 1336.68,700.22 1331.34,692.096 \n",
|
|
" 1328.37,687.794 1325.66,683.973 1319.61,675.85 1313.29,667.727 1308.21,661.461 1306.66,659.604 1299.58,651.48 1292.23,643.357 1288.05,638.909 1284.48,635.234 \n",
|
|
" 1276.31,627.111 1267.88,619.014 1267.86,618.988 1258.82,610.864 1249.49,602.741 1247.72,601.253 1239.59,594.618 1229.31,586.495 1227.56,585.147 1218.42,578.372 \n",
|
|
" 1207.4,570.428 1207.14,570.248 1195.12,562.125 1187.24,556.939 1182.6,554.002 1169.43,545.879 1167.07,544.459 1155.48,537.756 1146.91,532.921 1140.84,529.632 \n",
|
|
" 1126.75,522.185 1125.41,521.509 1109,513.386 1106.59,512.221 1091.54,505.263 1086.42,502.949 1072.97,497.14 1066.26,494.308 1053.11,489.016 1046.1,486.257 \n",
|
|
" 1031.76,480.893 1025.94,478.758 1008.69,472.77 1005.77,471.778 985.611,465.297 983.463,464.647 965.449,459.303 955.465,456.524 945.286,453.746 925.124,448.606 \n",
|
|
" 924.257,448.4 904.962,443.915 888.031,440.277 884.799,439.596 864.637,435.693 844.571,432.154 844.475,432.137 824.312,428.988 804.15,426.18 786.592,424.031 \n",
|
|
" 783.987,423.718 763.825,421.629 743.663,419.875 723.5,418.455 703.338,417.369 683.176,416.617 663.013,416.2 642.851,416.116 622.688,416.367 602.526,416.951 \n",
|
|
" 582.364,417.87 562.201,419.123 542.039,420.711 521.876,422.632 509.372,424.031 501.714,424.903 481.552,427.542 461.389,430.52 451.465,432.154 441.227,433.872 \n",
|
|
" 421.065,437.601 407.828,440.277 400.902,441.705 380.74,446.214 371.678,448.4 360.577,451.131 340.415,456.452 340.161,456.524 320.253,462.248 312.406,464.647 \n",
|
|
" 300.09,468.491 287.152,472.77 279.928,475.21 263.998,480.893 259.766,482.436 242.625,489.016 239.603,490.202 \n",
|
|
" \"/>\n",
|
|
"<polyline clip-path=\"url(#clip142)\" style=\"stroke:#4b0c6b; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
|
|
" 239.603,428.648 253.449,424.031 259.766,421.963 279.254,415.907 279.928,415.702 300.09,409.878 307.773,407.784 320.253,404.443 339.25,399.661 340.415,399.373 \n",
|
|
" 360.577,394.703 375.233,391.538 380.74,390.369 400.902,386.402 417.372,383.415 421.065,382.756 441.227,379.467 461.389,376.484 470.375,375.291 481.552,373.832 \n",
|
|
" 501.714,371.5 521.876,369.47 542.039,367.74 550.099,367.168 562.201,366.324 582.364,365.215 602.526,364.401 622.688,363.883 642.851,363.661 663.013,363.735 \n",
|
|
" 683.176,364.105 703.338,364.771 723.5,365.733 743.663,366.99 745.971,367.168 763.825,368.567 783.987,370.447 804.15,372.629 824.312,375.111 825.621,375.291 \n",
|
|
" 844.475,377.938 864.637,381.074 878.351,383.415 884.799,384.534 904.962,388.346 920.567,391.538 925.124,392.486 945.286,396.998 956.406,399.661 965.449,401.865 \n",
|
|
" 985.611,407.102 988.086,407.784 1005.77,412.749 1016.41,415.907 1025.94,418.789 1042.37,424.031 1046.1,425.244 1066.26,432.137 1066.31,432.154 1086.42,439.509 \n",
|
|
" 1088.43,440.277 1106.59,447.364 1109.13,448.4 1126.75,455.73 1128.58,456.524 1146.91,464.64 1146.93,464.647 1164.19,472.77 1167.07,474.154 1180.56,480.893 \n",
|
|
" 1187.24,484.297 1196.14,489.016 1207.4,495.109 1211.01,497.14 1225.17,505.263 1227.56,506.668 1238.61,513.386 1247.72,519.058 1251.53,521.509 1263.85,529.632 \n",
|
|
" 1267.88,532.358 1275.62,537.756 1286.97,545.879 1288.05,546.673 1297.72,554.002 1308.15,562.125 1308.21,562.171 1318,570.248 1327.58,578.372 1328.37,579.06 \n",
|
|
" 1336.64,586.495 1345.41,594.618 1348.53,597.599 1353.77,602.741 1361.78,610.864 1368.7,618.114 1369.51,618.988 1376.8,627.111 1383.84,635.234 1388.86,641.237 \n",
|
|
" 1390.58,643.357 1396.95,651.48 1403.08,659.604 1408.96,667.727 1409.02,667.818 1414.45,675.85 1419.71,683.973 1424.73,692.096 1429.18,699.665 1429.5,700.22 \n",
|
|
" 1433.93,708.343 1438.13,716.466 1442.11,724.589 1445.85,732.712 1449.35,740.812 1449.36,740.836 1452.55,748.959 1455.53,757.082 1458.28,765.205 1460.8,773.328 \n",
|
|
" 1463.11,781.452 1465.18,789.575 1467.03,797.698 1468.66,805.821 1469.51,810.726 1470.05,813.944 1471.2,822.068 1472.13,830.191 1472.84,838.314 1473.34,846.437 \n",
|
|
" 1473.61,854.561 1473.66,862.684 1473.5,870.807 1473.12,878.93 1472.51,887.053 1471.69,895.177 1470.65,903.3 1469.51,910.684 1469.39,911.423 1467.88,919.546 \n",
|
|
" 1466.14,927.669 1464.17,935.793 1461.98,943.916 1459.57,952.039 1456.93,960.162 1454.07,968.285 1450.98,976.409 1449.35,980.426 1447.63,984.532 1444,992.655 \n",
|
|
" 1440.15,1000.78 1436.06,1008.9 1431.75,1017.02 1429.18,1021.6 1427.15,1025.15 1422.25,1033.27 1417.11,1041.39 1411.73,1049.52 1409.02,1053.45 1406.05,1057.64 \n",
|
|
" 1400.04,1065.76 1393.8,1073.89 1388.86,1080.07 1387.27,1082.01 1380.35,1090.13 1373.18,1098.26 1368.7,1103.17 1365.69,1106.38 \n",
|
|
" \"/>\n",
|
|
"<polyline clip-path=\"url(#clip142)\" style=\"stroke:#5f126e; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
|
|
" 1455.1,1106.38 1461.78,1098.26 1468.23,1090.13 1469.51,1088.47 1474.34,1082.01 1480.2,1073.89 1485.84,1065.76 1489.67,1060.03 1491.22,1057.64 1496.3,1049.52 \n",
|
|
" 1501.17,1041.39 1505.82,1033.27 1509.83,1025.92 1510.25,1025.15 1514.37,1017.02 1518.29,1008.9 1522,1000.78 1525.5,992.655 1528.79,984.532 1530,981.349 \n",
|
|
" 1531.83,976.409 1534.63,968.285 1537.24,960.162 1539.64,952.039 1541.83,943.916 1543.82,935.793 1545.61,927.669 1547.19,919.546 1548.57,911.423 1549.74,903.3 \n",
|
|
" 1550.16,899.838 1550.7,895.177 1551.45,887.053 1552,878.93 1552.35,870.807 1552.5,862.684 1552.45,854.561 1552.2,846.437 1551.75,838.314 1551.1,830.191 \n",
|
|
" 1550.25,822.068 1550.16,821.331 1549.18,813.944 1547.91,805.821 1546.43,797.698 1544.74,789.575 1542.85,781.452 1540.76,773.328 1538.46,765.205 1535.96,757.082 \n",
|
|
" 1533.26,748.959 1530.35,740.836 1530,739.919 1527.17,732.712 1523.77,724.589 1520.17,716.466 1516.36,708.343 1512.34,700.22 1509.83,695.412 1508.07,692.096 \n",
|
|
" 1503.52,683.973 1498.76,675.85 1493.79,667.727 1489.67,661.273 1488.58,659.604 1483.05,651.48 1477.3,643.357 1471.33,635.234 1469.51,632.843 1465.03,627.111 \n",
|
|
" 1458.47,618.988 1451.68,610.864 1449.35,608.165 1444.54,602.741 1437.12,594.618 1429.46,586.495 1429.18,586.205 1421.38,578.372 1413.06,570.248 1409.02,566.422 \n",
|
|
" 1404.37,562.125 1395.34,554.002 1388.86,548.331 1385.98,545.879 1376.2,537.756 1368.7,531.682 1366.09,529.632 1355.52,521.509 1348.53,516.269 1344.58,513.386 \n",
|
|
" 1333.17,505.263 1328.37,501.924 1321.29,497.14 1308.99,489.016 1308.21,488.51 1296.06,480.893 1288.05,475.976 1282.65,472.77 1268.7,464.647 1267.88,464.179 \n",
|
|
" 1254.02,456.524 1247.72,453.115 1238.71,448.4 1227.56,442.677 1222.72,440.277 1207.4,432.83 1205.96,432.154 1188.3,424.031 1187.24,423.55 1169.67,415.907 \n",
|
|
" 1167.07,414.799 1150,407.784 1146.91,406.538 1129.17,399.661 1126.75,398.739 1107.02,391.538 1106.59,391.38 1086.42,384.456 1083.25,383.415 1066.26,377.937 \n",
|
|
" 1057.65,375.291 1046.1,371.801 1029.97,367.168 1025.94,366.028 1005.77,360.627 999.525,359.045 985.611,355.579 965.769,350.922 965.449,350.848 945.286,346.477 \n",
|
|
" 927.125,342.799 925.124,342.4 904.962,338.661 884.799,335.205 881.434,334.675 864.637,332.072 844.475,329.224 824.312,326.654 823.413,326.552 804.15,324.396 \n",
|
|
" 783.987,322.412 763.825,320.702 743.663,319.265 729.164,318.429 723.5,318.107 703.338,317.231 683.176,316.625 663.013,316.288 642.851,316.22 622.688,316.423 \n",
|
|
" 602.526,316.894 582.364,317.635 566.535,318.429 562.201,318.65 542.039,319.949 521.876,321.523 501.714,323.369 481.552,325.49 472.606,326.552 461.389,327.905 \n",
|
|
" 441.227,330.613 421.065,333.6 414.42,334.675 400.902,336.898 380.74,340.495 368.768,342.799 360.577,344.399 340.415,348.627 330.163,350.922 320.253,353.176 \n",
|
|
" 300.09,358.054 296.224,359.045 279.928,363.291 265.839,367.168 259.766,368.868 239.603,374.81 \n",
|
|
" \"/>\n",
|
|
"<polyline clip-path=\"url(#clip142)\" style=\"stroke:#72196d; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
|
|
" 239.603,326.379 259.766,320.975 269.772,318.429 279.928,315.883 300.09,311.099 303.631,310.306 320.253,306.638 340.415,302.455 341.818,302.183 360.577,298.59 \n",
|
|
" 380.74,294.991 386.368,294.059 400.902,291.688 421.065,288.656 440.832,285.936 441.227,285.883 461.389,283.402 481.552,281.176 501.714,279.204 518.049,277.813 \n",
|
|
" 521.876,277.492 542.039,276.049 562.201,274.857 582.364,273.916 602.526,273.226 622.688,272.787 642.851,272.599 663.013,272.662 683.176,272.975 703.338,273.54 \n",
|
|
" 723.5,274.355 743.663,275.422 763.825,276.739 777.637,277.813 783.987,278.314 804.15,280.158 824.312,282.257 844.475,284.611 854.724,285.936 864.637,287.237 \n",
|
|
" 884.799,290.14 904.962,293.3 909.437,294.059 925.124,296.758 945.286,300.488 953.846,302.183 965.449,304.514 985.611,308.83 992.108,310.306 1005.77,313.457 \n",
|
|
" 1025.94,318.377 1026.14,318.429 1046.1,323.643 1056.69,326.552 1066.26,329.224 1084.88,334.675 1086.42,335.134 1106.59,341.412 1110.85,342.799 1126.75,348.053 \n",
|
|
" 1135.07,350.922 1146.91,355.069 1157.81,359.045 1167.07,362.477 1179.25,367.168 1187.24,370.296 1199.52,375.291 1207.4,378.549 1218.75,383.415 1227.56,387.257 \n",
|
|
" 1237.04,391.538 1247.72,396.443 1254.5,399.661 1267.88,406.135 1271.19,407.784 1287.16,415.907 1288.05,416.366 1302.39,424.031 1308.21,427.2 1317.03,432.154 \n",
|
|
" 1328.37,438.641 1331.15,440.277 1344.67,448.4 1348.53,450.769 1357.66,456.524 1368.7,463.627 1370.24,464.647 1382.26,472.77 1388.86,477.319 1393.9,480.893 \n",
|
|
" 1405.12,489.016 1409.02,491.904 1415.91,497.14 1426.36,505.263 1429.18,507.505 1436.39,513.386 1446.12,521.509 1449.35,524.271 1455.46,529.632 1464.49,537.756 \n",
|
|
" 1469.51,542.38 1473.21,545.879 1481.59,554.002 1489.67,562.048 1489.75,562.125 1497.5,570.248 1505.04,578.372 1509.83,583.691 1512.3,586.495 1519.25,594.618 \n",
|
|
" 1525.99,602.741 1530,607.73 1532.46,610.864 1538.63,618.988 1544.61,627.111 1550.16,634.928 1550.37,635.234 1555.81,643.357 1561.05,651.48 1566.09,659.604 \n",
|
|
" 1570.32,666.692 1570.92,667.727 1575.47,675.85 1579.81,683.973 1583.96,692.096 1587.92,700.22 1590.48,705.756 1591.65,708.343 1595.14,716.466 1598.44,724.589 \n",
|
|
" 1601.55,732.712 1604.47,740.836 1607.19,748.959 1609.73,757.082 1610.64,760.27 1612.04,765.205 1614.15,773.328 1616.06,781.452 1617.8,789.575 1619.34,797.698 \n",
|
|
" 1620.7,805.821 1621.87,813.944 1622.85,822.068 1623.65,830.191 1624.26,838.314 1624.68,846.437 1624.91,854.561 1624.96,862.684 1624.82,870.807 1624.49,878.93 \n",
|
|
" 1623.98,887.053 1623.27,895.177 1622.38,903.3 1621.31,911.423 1620.04,919.546 1618.59,927.669 1616.95,935.793 1615.13,943.916 1613.12,952.039 1610.91,960.162 \n",
|
|
" 1610.64,961.081 1608.48,968.285 1605.85,976.409 1603.03,984.532 1600.02,992.655 1596.82,1000.78 1593.42,1008.9 1590.48,1015.57 1589.82,1017.02 1585.97,1025.15 \n",
|
|
" 1581.91,1033.27 1577.66,1041.39 1573.22,1049.52 1570.32,1054.59 1568.54,1057.64 1563.6,1065.76 1558.46,1073.89 1553.12,1082.01 1550.16,1086.35 1547.52,1090.13 \n",
|
|
" 1541.65,1098.26 1535.57,1106.38 \n",
|
|
" \"/>\n",
|
|
"<polyline clip-path=\"url(#clip142)\" style=\"stroke:#83206b; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
|
|
" 1609.36,1106.38 1610.64,1104.55 1614.96,1098.26 1620.34,1090.13 1625.54,1082.01 1630.55,1073.89 1630.81,1073.45 1635.28,1065.76 1639.82,1057.64 1644.17,1049.52 \n",
|
|
" 1648.35,1041.39 1650.97,1036.06 1652.31,1033.27 1656.04,1025.15 1659.59,1017.02 1662.96,1008.9 1666.16,1000.78 1669.17,992.655 1671.13,987.02 1671.98,984.532 \n",
|
|
" 1674.58,976.409 1677.01,968.285 1679.25,960.162 1681.33,952.039 1683.22,943.916 1684.94,935.793 1686.48,927.669 1687.85,919.546 1689.04,911.423 1690.05,903.3 \n",
|
|
" 1690.89,895.177 1691.29,890.213 1691.55,887.053 1692.02,878.93 1692.32,870.807 1692.45,862.684 1692.41,854.561 1692.2,846.437 1691.81,838.314 1691.29,830.919 \n",
|
|
" 1691.24,830.191 1690.49,822.068 1689.57,813.944 1688.47,805.821 1687.19,797.698 1685.73,789.575 1684.1,781.452 1682.3,773.328 1680.31,765.205 1678.15,757.082 \n",
|
|
" 1675.82,748.959 1673.3,740.836 1671.13,734.271 1670.61,732.712 1667.68,724.589 1664.58,716.466 1661.3,708.343 1657.84,700.22 1654.2,692.096 1650.97,685.232 \n",
|
|
" 1650.37,683.973 1646.28,675.85 1642.02,667.727 1637.57,659.604 1632.94,651.48 1630.81,647.888 1628.07,643.357 1622.96,635.234 1617.67,627.111 1612.2,618.988 \n",
|
|
" 1610.64,616.764 1606.44,610.864 1600.47,602.741 1594.3,594.618 1590.48,589.739 1587.89,586.495 1581.2,578.372 1574.31,570.248 1570.32,565.671 1567.16,562.125 \n",
|
|
" 1559.72,554.002 1552.09,545.879 1550.16,543.881 1544.11,537.756 1535.9,529.632 1530,523.941 1527.42,521.509 1518.59,513.386 1509.83,505.514 1509.55,505.263 \n",
|
|
" 1500.08,497.14 1490.41,489.016 1489.67,488.411 1480.29,480.893 1469.95,472.77 1469.51,472.434 1459.12,464.647 1449.35,457.462 1448.04,456.524 1436.47,448.4 \n",
|
|
" 1429.18,443.384 1424.55,440.277 1412.21,432.154 1409.02,430.094 1399.38,424.031 1388.86,417.535 1386.15,415.907 1372.38,407.784 1368.7,405.651 1358.06,399.661 \n",
|
|
" 1348.53,394.385 1343.24,391.538 1328.37,383.678 1327.86,383.415 1311.76,375.291 1308.21,373.531 1294.99,367.168 1288.05,363.882 1277.5,359.045 1267.88,354.705 \n",
|
|
" 1259.23,350.922 1247.72,345.975 1240.08,342.799 1227.56,337.673 1219.98,334.675 1207.4,329.779 1198.8,326.552 1187.24,322.275 1176.44,318.429 1167.07,315.142 \n",
|
|
" 1152.75,310.306 1146.91,308.365 1127.56,302.183 1126.75,301.928 1106.59,295.842 1100.42,294.059 1086.42,290.075 1071.21,285.936 1066.26,284.61 1046.1,279.459 \n",
|
|
" 1039.32,277.813 1025.94,274.606 1005.77,270.027 1004.2,269.69 985.611,265.754 965.449,261.732 964.563,261.567 945.286,258.007 925.124,254.528 918.363,253.443 \n",
|
|
" 904.962,251.322 884.799,248.371 864.637,245.661 861.854,245.32 844.475,243.22 824.312,241.021 804.15,239.059 783.987,237.336 782.103,237.197 763.825,235.867 \n",
|
|
" 743.663,234.636 723.5,233.638 703.338,232.876 683.176,232.348 663.013,232.054 642.851,231.996 622.688,232.172 602.526,232.582 582.364,233.228 562.201,234.108 \n",
|
|
" 542.039,235.222 521.876,236.571 513.914,237.197 501.714,238.168 481.552,240.01 461.389,242.091 441.227,244.408 434.034,245.32 421.065,246.986 400.902,249.816 \n",
|
|
" 380.74,252.888 377.357,253.443 360.577,256.237 340.415,259.838 331.352,261.567 320.253,263.712 300.09,267.857 291.679,269.69 279.928,272.285 259.766,276.99 \n",
|
|
" 256.415,277.813 239.603,282.003 \n",
|
|
" \"/>\n",
|
|
"<polyline clip-path=\"url(#clip142)\" style=\"stroke:#962666; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
|
|
" 239.603,240.783 255.002,237.197 259.766,236.102 279.928,231.702 292.651,229.074 300.09,227.557 320.253,223.676 335.316,220.951 340.415,220.04 360.577,216.666 \n",
|
|
" 380.74,213.521 385.533,212.827 400.902,210.632 421.065,207.978 441.227,205.55 448.967,204.704 461.389,203.364 481.552,201.412 501.714,199.683 521.876,198.177 \n",
|
|
" 542.039,196.894 547.994,196.581 562.201,195.843 582.364,195.017 602.526,194.411 622.688,194.025 642.851,193.86 663.013,193.915 683.176,194.19 703.338,194.686 \n",
|
|
" 723.5,195.403 743.663,196.339 747.875,196.581 763.825,197.508 783.987,198.902 804.15,200.519 824.312,202.36 844.475,204.424 846.947,204.704 864.637,206.736 \n",
|
|
" 884.799,209.277 904.962,212.044 910.241,212.827 925.124,215.065 945.286,218.324 960.468,220.951 965.449,221.823 985.611,225.588 1003.2,229.074 1005.77,229.59 \n",
|
|
" 1025.94,233.873 1040.77,237.197 1046.1,238.405 1066.26,243.22 1074.64,245.32 1086.42,248.311 1105.73,253.443 1106.59,253.673 1126.75,259.35 1134.3,261.567 \n",
|
|
" 1146.91,265.321 1161.01,269.69 1167.07,271.595 1186.11,277.813 1187.24,278.186 1207.4,285.119 1209.69,285.936 1227.56,292.397 1232,294.059 1247.72,300.03 \n",
|
|
" 1253.2,302.183 1267.88,308.032 1273.41,310.306 1288.05,316.422 1292.7,318.429 1308.21,325.216 1311.17,326.552 1328.37,334.432 1328.89,334.675 1345.84,342.799 \n",
|
|
" 1348.53,344.112 1362.12,350.922 1368.7,354.268 1377.82,359.045 1388.86,364.918 1392.97,367.168 1407.59,375.291 1409.02,376.101 1421.62,383.415 1429.18,387.879 \n",
|
|
" 1435.22,391.538 1448.4,399.661 1449.35,400.253 1461.05,407.784 1469.51,413.322 1473.36,415.907 1485.24,424.031 1489.67,427.115 1496.73,432.154 1507.91,440.277 \n",
|
|
" 1509.83,441.703 1518.66,448.4 1529.16,456.524 1530,457.185 1539.23,464.647 1549.08,472.77 1550.16,473.674 1558.54,480.893 1567.78,489.016 1570.32,491.302 \n",
|
|
" 1576.67,497.14 1585.32,505.263 1590.48,510.229 1593.7,513.386 1601.78,521.509 1609.66,529.632 1610.64,530.668 1617.22,537.756 1624.57,545.879 1630.81,552.951 \n",
|
|
" 1631.72,554.002 1638.55,562.125 1645.2,570.248 1650.97,577.497 1651.65,578.372 1657.81,586.495 1663.79,594.618 1669.59,602.741 1671.13,604.973 1675.13,610.864 \n",
|
|
" 1680.46,618.988 1685.62,627.111 1690.6,635.234 1691.29,636.412 1695.32,643.357 1699.86,651.48 1704.23,659.604 1708.42,667.727 1711.46,673.858 1712.42,675.85 \n",
|
|
" 1716.2,683.973 1719.81,692.096 1723.24,700.22 1726.51,708.343 1729.6,716.466 1731.62,722.059 1732.51,724.589 1735.22,732.712 1737.76,740.836 1740.13,748.959 \n",
|
|
" 1742.34,757.082 1744.38,765.205 1746.25,773.328 1747.96,781.452 1749.5,789.575 1750.88,797.698 1751.78,803.791 1752.08,805.821 1753.1,813.944 1753.96,822.068 \n",
|
|
" 1754.65,830.191 1755.19,838.314 1755.55,846.437 1755.76,854.561 1755.8,862.684 1755.68,870.807 1755.39,878.93 1754.94,887.053 1754.33,895.177 1753.55,903.3 \n",
|
|
" 1752.61,911.423 1751.78,917.515 1751.5,919.546 1750.21,927.669 1748.75,935.793 1747.13,943.916 1745.34,952.039 1743.38,960.162 1741.26,968.285 1738.97,976.409 \n",
|
|
" 1736.51,984.532 1733.89,992.655 1731.62,999.261 1731.09,1000.78 1728.08,1008.9 1724.9,1017.02 1721.54,1025.15 1718.02,1033.27 1714.33,1041.39 1711.46,1047.45 \n",
|
|
" 1710.45,1049.52 1706.35,1057.64 1702.07,1065.76 1697.61,1073.89 1692.99,1082.01 1691.29,1084.88 1688.13,1090.13 1683.06,1098.26 1677.82,1106.38 \n",
|
|
" \"/>\n",
|
|
"<polyline clip-path=\"url(#clip142)\" style=\"stroke:#a72d5f; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
|
|
" 1742.02,1106.38 1746.98,1098.26 1751.77,1090.13 1751.78,1090.1 1756.3,1082.01 1760.68,1073.89 1764.89,1065.76 1768.94,1057.64 1771.94,1051.35 1772.8,1049.52 \n",
|
|
" 1776.46,1041.39 1779.95,1033.27 1783.29,1025.15 1786.46,1017.02 1789.47,1008.9 1792.11,1001.39 1792.32,1000.78 1794.96,992.655 1797.45,984.532 1799.77,976.409 \n",
|
|
" 1801.94,968.285 1803.96,960.162 1805.81,952.039 1807.51,943.916 1809.05,935.793 1810.43,927.669 1811.65,919.546 1812.27,914.832 1812.71,911.423 1813.6,903.3 \n",
|
|
" 1814.34,895.177 1814.92,887.053 1815.35,878.93 1815.62,870.807 1815.73,862.684 1815.69,854.561 1815.5,846.437 1815.15,838.314 1814.65,830.191 1813.99,822.068 \n",
|
|
" 1813.17,813.944 1812.27,806.364 1812.2,805.821 1811.06,797.698 1809.76,789.575 1808.3,781.452 1806.68,773.328 1804.9,765.205 1802.97,757.082 1800.88,748.959 \n",
|
|
" 1798.63,740.836 1796.22,732.712 1793.66,724.589 1792.11,719.957 1790.92,716.466 1787.98,708.343 1784.89,700.22 1781.64,692.096 1778.23,683.973 1774.65,675.85 \n",
|
|
" 1771.94,669.959 1770.9,667.727 1766.93,659.604 1762.8,651.48 1758.51,643.357 1754.06,635.234 1751.78,631.237 1749.39,627.111 1744.52,618.988 1739.48,610.864 \n",
|
|
" 1734.28,602.741 1731.62,598.721 1728.86,594.618 1723.21,586.495 1717.4,578.372 1711.46,570.297 1711.42,570.248 1705.15,562.125 1698.71,554.002 1692.1,545.879 \n",
|
|
" 1691.29,544.919 1685.19,537.756 1678.1,529.632 1671.13,521.853 1670.82,521.509 1663.22,513.386 1655.44,505.263 1650.97,500.694 1647.42,497.14 1639.12,489.016 \n",
|
|
" 1630.81,481.062 1630.63,480.893 1621.78,472.77 1612.74,464.647 1610.64,462.798 1603.37,456.524 1593.76,448.4 1590.48,445.682 1583.82,440.277 1573.61,432.154 \n",
|
|
" 1570.32,429.582 1563.05,424.031 1552.22,415.907 1550.16,414.388 1540.99,407.784 1530,400.011 1529.49,399.661 1517.53,391.538 1509.83,386.4 1505.25,383.415 \n",
|
|
" 1492.58,375.291 1489.67,373.455 1479.46,367.168 1469.51,361.144 1465.96,359.045 1451.98,350.922 1449.35,349.414 1437.49,342.799 1429.18,338.237 1422.53,334.675 \n",
|
|
" 1409.02,327.556 1407.06,326.552 1391,318.429 1388.86,317.365 1374.29,310.306 1368.7,307.634 1356.96,302.183 1348.53,298.328 1338.93,294.059 1328.37,289.429 \n",
|
|
" 1320.16,285.936 1308.21,280.921 1300.57,277.813 1288.05,272.787 1280.08,269.69 1267.88,265.011 1258.61,261.567 1247.72,257.579 1236.04,253.443 1227.56,250.478 \n",
|
|
" 1212.28,245.32 1207.4,243.695 1187.24,237.217 1187.17,237.197 1167.07,231.057 1160.32,229.074 1146.91,225.182 1131.72,220.951 1126.75,219.582 1106.59,214.264 \n",
|
|
" 1100.89,212.827 1086.42,209.22 1067.45,204.704 1066.26,204.424 1046.1,199.906 1030.49,196.581 1025.94,195.623 1005.77,191.601 989.105,188.458 985.611,187.807 \n",
|
|
" 965.449,184.269 945.286,180.948 941.301,180.335 925.124,177.875 904.962,175.024 884.799,172.388 883.327,172.211 864.637,169.994 844.475,167.814 824.312,165.848 \n",
|
|
" 804.15,164.093 804.083,164.088 783.987,162.57 763.825,161.256 743.663,160.153 723.5,159.259 703.338,158.576 683.176,158.103 663.013,157.841 642.851,157.788 \n",
|
|
" 622.688,157.946 602.526,158.314 582.364,158.892 562.201,159.68 542.039,160.678 521.876,161.886 501.714,163.305 492.021,164.088 481.552,164.944 461.389,166.804 \n",
|
|
" 441.227,168.878 421.065,171.163 412.608,172.211 400.902,173.679 380.74,176.422 360.577,179.381 354.518,180.335 340.415,182.581 320.253,186.01 306.724,188.458 \n",
|
|
" 300.09,189.672 279.928,193.584 265.306,196.581 259.766,197.73 239.603,202.137 \n",
|
|
" \"/>\n",
|
|
"<polyline clip-path=\"url(#clip142)\" style=\"stroke:#ba3655; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
|
|
" 239.603,165.635 247.028,164.088 259.766,161.466 279.928,157.525 288.361,155.965 300.09,153.82 320.253,150.34 335.644,147.842 340.415,147.076 360.577,144.046 \n",
|
|
" 380.74,141.222 392.316,139.719 400.902,138.616 421.065,136.229 441.227,134.046 461.389,132.066 466.724,131.595 481.552,130.303 501.714,128.746 521.876,127.391 \n",
|
|
" 542.039,126.236 562.201,125.282 582.364,124.528 602.526,123.976 622.688,123.624 642.851,123.474 663.013,123.524 683.176,123.775 703.338,124.227 723.5,124.88 \n",
|
|
" 743.663,125.733 763.825,126.788 783.987,128.043 804.15,129.499 824.312,131.157 829.074,131.595 844.475,133.03 864.637,135.112 884.799,137.397 903.612,139.719 \n",
|
|
" 904.962,139.887 925.124,142.609 945.286,145.536 960.13,147.842 965.449,148.678 985.611,152.054 1005.77,155.638 1007.51,155.965 1025.94,159.469 1046.1,163.515 \n",
|
|
" 1048.81,164.088 1066.26,167.814 1085.88,172.211 1086.42,172.334 1106.59,177.121 1119.54,180.335 1126.75,182.145 1146.91,187.426 1150.7,188.458 1167.07,192.978 \n",
|
|
" 1179.63,196.581 1187.24,198.79 1206.85,204.704 1207.4,204.872 1227.56,211.253 1232.36,212.827 1247.72,217.923 1256.54,220.951 1267.88,224.892 1279.53,229.074 \n",
|
|
" 1288.05,232.171 1301.44,237.197 1308.21,239.772 1322.36,245.32 1328.37,247.708 1342.39,253.443 1348.53,255.992 1361.59,261.567 1368.7,264.64 1380.05,269.69 \n",
|
|
" 1388.86,273.665 1397.81,277.813 1409.02,283.083 1414.93,285.936 1429.18,292.913 1431.47,294.059 1447.41,302.183 1449.35,303.185 1462.78,310.306 1469.51,313.928 \n",
|
|
" 1477.67,318.429 1489.67,325.147 1492.12,326.552 1506.08,334.675 1509.83,336.897 1519.58,342.799 1530,349.199 1532.73,350.922 1545.45,359.045 1550.16,362.106 \n",
|
|
" 1557.78,367.168 1569.81,375.291 1570.32,375.642 1581.4,383.415 1590.48,389.901 1592.73,391.538 1603.67,399.661 1610.64,404.925 1614.35,407.784 1624.7,415.907 \n",
|
|
" 1630.81,420.792 1634.78,424.031 1644.54,432.154 1650.97,437.599 1654.07,440.277 1663.28,448.4 1671.13,455.458 1672.29,456.524 1680.98,464.647 1689.48,472.77 \n",
|
|
" 1691.29,474.536 1697.69,480.893 1705.69,489.016 1711.46,495.007 1713.47,497.14 1720.98,505.263 1728.32,513.386 1731.62,517.125 1735.42,521.509 1742.29,529.632 \n",
|
|
" 1748.99,537.756 1751.78,541.224 1755.46,545.879 1761.71,554.002 1767.81,562.125 1771.94,567.795 1773.7,570.248 1779.36,578.372 1784.87,586.495 1790.21,594.618 \n",
|
|
" 1792.11,597.596 1795.33,602.741 1800.26,610.864 1805.04,618.988 1809.65,627.111 1812.27,631.878 1814.08,635.234 1818.31,643.357 1822.38,651.48 1826.29,659.604 \n",
|
|
" 1830.06,667.727 1832.43,673.077 1833.64,675.85 1837.03,683.973 1840.27,692.096 1843.36,700.22 1846.3,708.343 1849.08,716.466 1851.71,724.589 1852.59,727.479 \n",
|
|
" 1854.16,732.712 1856.45,740.836 1858.59,748.959 1860.57,757.082 1862.41,765.205 1864.1,773.328 1865.64,781.452 1867.02,789.575 1868.26,797.698 1869.35,805.821 \n",
|
|
" 1870.28,813.944 1871.07,822.068 1871.71,830.191 1872.2,838.314 1872.53,846.437 1872.72,854.561 1872.76,862.058 \n",
|
|
" \"/>\n",
|
|
"<polyline clip-path=\"url(#clip142)\" style=\"stroke:#ba3655; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
|
|
" 1872.76,862.892 1872.65,870.807 1872.38,878.93 1871.97,887.053 1871.41,895.177 1870.7,903.3 1869.83,911.423 1868.82,919.546 1867.66,927.669 1866.35,935.793 \n",
|
|
" 1864.89,943.916 1863.27,952.039 1861.51,960.162 1859.6,968.285 1857.54,976.409 1855.33,984.532 1852.96,992.655 1852.59,993.852 1850.42,1000.78 1847.71,1008.9 \n",
|
|
" 1844.85,1017.02 1841.84,1025.15 1838.67,1033.27 1835.36,1041.39 1832.43,1048.24 1831.88,1049.52 1828.19,1057.64 1824.36,1065.76 1820.36,1073.89 1816.21,1082.01 \n",
|
|
" 1812.27,1089.45 1811.9,1090.13 1807.36,1098.26 1802.67,1106.38 \n",
|
|
" \"/>\n",
|
|
"<polyline clip-path=\"url(#clip142)\" style=\"stroke:#cb4049; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
|
|
" 1860.29,1106.38 1864.75,1098.26 1869.06,1090.13 1872.76,1082.92 \n",
|
|
" \"/>\n",
|
|
"<polyline clip-path=\"url(#clip142)\" style=\"stroke:#cb4049; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
|
|
" 1872.76,638.406 1871.16,635.234 1866.92,627.111 1862.54,618.988 1858,610.864 1853.31,602.741 1852.59,601.53 1848.41,594.618 1843.34,586.495 1838.12,578.372 \n",
|
|
" 1832.74,570.248 1832.43,569.795 1827.12,562.125 1821.34,554.002 1815.41,545.879 1812.27,541.686 1809.27,537.756 1802.92,529.632 1796.41,521.509 1792.11,516.267 \n",
|
|
" 1789.7,513.386 1782.75,505.263 1775.64,497.14 1771.94,493.004 1768.31,489.016 1760.75,480.893 1753.02,472.77 1751.78,471.494 1745.01,464.647 1736.81,456.524 \n",
|
|
" 1731.62,451.49 1728.38,448.4 1719.68,440.277 1711.46,432.742 1710.8,432.154 1701.59,424.031 1692.21,415.907 1691.29,415.126 1682.49,407.784 1672.57,399.661 \n",
|
|
" 1671.13,398.5 1662.31,391.538 1651.84,383.415 1650.97,382.755 1640.98,375.291 1630.81,367.813 1629.91,367.168 1618.44,359.045 1610.64,353.612 1606.7,350.922 \n",
|
|
" 1594.61,342.799 1590.48,340.071 1582.15,334.675 1570.32,327.139 1569.38,326.552 1556.15,318.429 1550.16,314.804 1542.55,310.306 1530,302.985 1528.59,302.183 \n",
|
|
" 1514.12,294.059 1509.83,291.687 1499.2,285.936 1489.67,280.857 1483.82,277.813 1469.51,270.465 1467.96,269.69 1451.52,261.567 1449.35,260.509 1434.48,253.443 \n",
|
|
" 1429.18,250.96 1416.84,245.32 1409.02,241.793 1398.56,237.197 1388.86,232.992 1379.57,229.074 1368.7,224.545 1359.82,220.951 1348.53,216.436 1339.25,212.827 \n",
|
|
" 1328.37,208.655 1317.77,204.704 1308.21,201.188 1295.3,196.581 1288.05,194.025 1271.75,188.458 1267.88,187.153 1247.72,180.567 1246.99,180.335 1227.56,174.27 \n",
|
|
" 1220.73,172.211 1207.4,168.239 1192.95,164.088 1187.24,162.464 1167.07,156.947 1163.34,155.965 1146.91,151.69 1131.51,147.842 1126.75,146.665 1106.59,141.89 \n",
|
|
" 1097.01,139.719 1086.42,137.346 1066.26,133.03 1059.23,131.595 1046.1,128.947 1025.94,125.081 1017.09,123.472 \n",
|
|
" \"/>\n",
|
|
"<polyline clip-path=\"url(#clip142)\" style=\"stroke:#d94d3d; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
|
|
" 1170.14,123.472 1187.24,127.943 1200.69,131.595 1207.4,133.436 1227.56,139.174 1229.41,139.719 1247.72,145.176 1256.37,147.842 1267.88,151.43 1281.97,155.965 \n",
|
|
" 1288.05,157.945 1306.32,164.088 1308.21,164.731 1328.37,171.801 1329.51,172.211 1348.53,179.165 1351.64,180.335 1368.7,186.826 1372.86,188.458 1388.86,194.796 \n",
|
|
" 1393.24,196.581 1409.02,203.084 1412.85,204.704 1429.18,211.704 1431.74,212.827 1449.35,220.668 1449.97,220.951 1467.53,229.074 1469.51,230 1484.5,237.197 \n",
|
|
" 1489.67,239.712 1500.93,245.32 1509.83,249.815 1516.85,253.443 1530,260.325 1532.31,261.567 1547.27,269.69 1550.16,271.281 1561.76,277.813 1570.32,282.701 \n",
|
|
" 1575.86,285.936 1589.59,294.059 1590.48,294.597 1602.85,302.183 1610.64,307.036 1615.79,310.306 1628.38,318.429 1630.81,320.016 1640.59,326.552 1650.97,333.598 \n",
|
|
" 1652.53,334.675 1664.08,342.799 1671.13,347.837 1675.37,350.922 1686.34,359.045 1691.29,362.771 1697.03,367.168 1707.45,375.291 1711.46,378.471 1717.57,383.415 \n",
|
|
" 1727.46,391.538 1731.62,395.017 1737.07,399.661 1746.44,407.784 1751.78,412.501 1755.57,415.907 1764.44,424.031 1771.94,431.028 1773.13,432.154 1781.52,440.277 \n",
|
|
" 1789.75,448.4 1792.11,450.768 1797.73,456.524 1805.5,464.647 1812.27,471.869 1813.1,472.77 1820.43,480.893 1827.6,489.016 1832.43,494.606 1834.58,497.14 \n",
|
|
" 1841.33,505.263 1847.93,513.386 1852.59,519.27 1854.34,521.509 1860.53,529.632 1866.56,537.756 1872.45,545.879 1872.76,546.315 \n",
|
|
" \"/>\n",
|
|
"<polyline clip-path=\"url(#clip142)\" style=\"stroke:#e65c2e; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
|
|
" 1872.76,475.686 1870.21,472.77 1862.98,464.647 1855.59,456.524 1852.59,453.293 1847.98,448.4 1840.16,440.277 1832.43,432.394 1832.19,432.154 1823.93,424.031 \n",
|
|
" 1815.52,415.907 1812.27,412.829 1806.85,407.784 1797.98,399.661 1792.11,394.384 1788.88,391.538 1779.53,383.415 1771.94,376.941 1769.98,375.291 1760.12,367.168 \n",
|
|
" 1751.78,360.403 1750.08,359.045 1739.71,350.922 1731.62,344.684 1729.13,342.799 1718.23,334.675 1711.46,329.709 1707.07,326.552 1695.62,318.429 1691.29,315.41 \n",
|
|
" 1683.84,310.306 1671.81,302.183 1671.13,301.73 1659.37,294.059 1650.97,288.654 1646.66,285.936 1633.59,277.813 1630.81,276.11 1620.11,269.69 1610.64,264.082 \n",
|
|
" 1606.31,261.567 1592.11,253.443 1590.48,252.525 1577.44,245.32 1570.32,241.436 1562.38,237.197 1550.16,230.763 1546.88,229.074 1530.9,220.951 1530,220.496 \n",
|
|
" 1514.37,212.827 1509.83,210.631 1497.31,204.704 1489.67,201.132 1479.7,196.581 1469.51,191.986 1461.49,188.458 1449.35,183.179 1442.64,180.335 1429.18,174.7 \n",
|
|
" 1423.09,172.211 1409.02,166.538 1402.79,164.088 1388.86,158.681 1381.67,155.965 1368.7,151.118 1359.68,147.842 1348.53,143.841 1336.72,139.719 1328.37,136.838 \n",
|
|
" 1312.72,131.595 1308.21,130.102 1288.05,123.624 1287.56,123.472 \n",
|
|
" \"/>\n",
|
|
"<polyline clip-path=\"url(#clip142)\" style=\"stroke:#ef6d21; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
|
|
" 1386.49,123.472 1388.86,124.327 1408.45,131.595 1409.02,131.811 1429.18,139.58 1429.53,139.719 1449.35,147.64 1449.84,147.842 1469.42,155.965 1469.51,156.001 \n",
|
|
" 1488.32,164.088 1489.67,164.677 1506.58,172.211 1509.83,173.678 1524.26,180.335 1530,183.016 1541.38,188.458 1550.16,192.702 1558,196.581 1570.32,202.749 \n",
|
|
" 1574.14,204.704 1589.82,212.827 1590.48,213.176 1604.99,220.951 1610.64,224.023 1619.76,229.074 1630.81,235.28 1634.15,237.197 1648.14,245.32 1650.97,246.985 \n",
|
|
" 1661.73,253.443 1671.13,259.165 1675,261.567 1687.92,269.69 1691.29,271.845 1700.47,277.813 1711.46,285.054 1712.77,285.936 1724.69,294.059 1731.62,298.85 \n",
|
|
" 1736.35,302.183 1747.72,310.306 1751.78,313.253 1758.79,318.429 1769.62,326.552 1771.94,328.319 1780.14,334.675 1790.47,342.799 1792.11,344.111 1800.48,350.922 \n",
|
|
" 1810.3,359.045 1812.27,360.699 1819.83,367.168 1829.18,375.291 1832.43,378.165 1838.27,383.415 1847.15,391.538 1852.59,396.6 1855.83,399.661 1864.26,407.784 \n",
|
|
" 1872.55,415.907 1872.76,416.113 \n",
|
|
" \"/>\n",
|
|
"<polyline clip-path=\"url(#clip142)\" style=\"stroke:#f68111; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
|
|
" 1872.76,363.658 1867.54,359.045 1858.2,350.922 1852.59,346.117 1848.65,342.799 1838.86,334.675 1832.43,329.43 1828.85,326.552 1818.57,318.429 1812.27,313.523 \n",
|
|
" 1808.07,310.306 1797.29,302.183 1792.11,298.327 1786.26,294.059 1774.98,285.936 1771.94,283.782 1763.38,277.813 1751.78,269.837 1751.56,269.69 1739.36,261.567 \n",
|
|
" 1731.62,256.48 1726.91,253.443 1714.14,245.32 1711.46,243.634 1701.01,237.197 1691.29,231.29 1687.58,229.074 1673.78,220.951 1671.13,219.409 1659.59,212.827 \n",
|
|
" 1650.97,207.977 1645.04,204.704 1630.81,196.949 1630.12,196.581 1614.72,188.458 1610.64,186.336 1598.88,180.335 1590.48,176.099 1582.61,172.211 1570.32,166.219 \n",
|
|
" 1565.86,164.088 1550.16,156.684 1548.6,155.965 1530.78,147.842 1530,147.486 1512.37,139.719 1509.83,138.615 1493.34,131.595 1489.67,130.051 1473.66,123.472 \n",
|
|
" \n",
|
|
" \"/>\n",
|
|
"<polyline clip-path=\"url(#clip142)\" style=\"stroke:#fa9706; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
|
|
" 1552.5,123.472 1570.32,131.507 1570.51,131.595 1587.95,139.719 1590.48,140.913 1604.88,147.842 1610.64,150.65 1621.33,155.965 1630.81,160.729 1637.35,164.088 \n",
|
|
" 1650.97,171.162 1652.95,172.211 1668.1,180.335 1671.13,181.981 1682.83,188.458 1691.29,193.197 1697.22,196.581 1711.27,204.704 1711.46,204.814 1724.89,212.827 \n",
|
|
" 1731.62,216.893 1738.21,220.951 1751.24,229.074 1751.78,229.413 1763.89,237.197 1771.94,242.445 1776.28,245.32 1788.37,253.443 1792.11,255.991 1800.15,261.567 \n",
|
|
" 1811.71,269.69 1812.27,270.088 1822.93,277.813 1832.43,284.799 1833.95,285.936 1844.66,294.059 1852.59,300.159 1855.18,302.183 1865.42,310.306 1872.76,316.218 \n",
|
|
" \n",
|
|
" \"/>\n",
|
|
"<polyline clip-path=\"url(#clip142)\" style=\"stroke:#fbac10; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
|
|
" 1872.76,272.597 1868.88,269.69 1857.89,261.567 1852.59,257.7 1846.66,253.443 1835.19,245.32 1832.43,243.396 1823.41,237.197 1812.27,229.647 1811.41,229.074 \n",
|
|
" 1799.06,220.951 1792.11,216.435 1786.45,212.827 1773.56,204.704 1771.94,203.697 1760.3,196.581 1751.78,191.434 1746.76,188.458 1732.9,180.335 1731.62,179.595 \n",
|
|
" 1718.63,172.211 1711.46,168.185 1704.02,164.088 1691.29,157.156 1689.06,155.965 1673.68,147.842 1671.13,146.51 1657.87,139.719 1650.97,136.228 1641.63,131.595 \n",
|
|
" 1630.81,126.285 1624.96,123.472 \n",
|
|
" \"/>\n",
|
|
"<polyline clip-path=\"url(#clip142)\" style=\"stroke:#f9c32a; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
|
|
" 1692.45,123.472 1708.06,131.595 1711.46,133.384 1723.27,139.719 1731.62,144.251 1738.12,147.842 1751.78,155.48 1752.63,155.965 1766.74,164.088 1771.94,167.122 \n",
|
|
" 1780.52,172.211 1792.11,179.164 1794.02,180.335 1807.16,188.458 1812.27,191.654 1820.01,196.581 1832.43,204.589 1832.61,204.704 1844.84,212.827 1852.59,218.036 \n",
|
|
" 1856.86,220.951 1868.59,229.074 1872.76,231.994 \n",
|
|
" \"/>\n",
|
|
"<polyline clip-path=\"url(#clip142)\" style=\"stroke:#f5d948; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
|
|
" 1872.76,193.858 1864.56,188.458 1852.59,180.674 1852.06,180.335 1839.22,172.211 1832.43,167.972 1826.11,164.088 1812.73,155.965 1812.27,155.688 1798.97,147.842 \n",
|
|
" 1792.11,143.84 1784.91,139.719 1771.94,132.369 1770.55,131.595 1755.8,123.472 \n",
|
|
" \"/>\n",
|
|
"<polyline clip-path=\"url(#clip142)\" style=\"stroke:#f1ee74; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
|
|
" 1815.73,123.472 1829.73,131.595 1832.43,133.181 1843.38,139.719 1852.59,145.277 1856.77,147.842 1869.86,155.965 1872.76,157.786 \n",
|
|
" \"/>\n",
|
|
"<polyline clip-path=\"url(#clip142)\" style=\"stroke:#cb4049; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
|
|
" 278.592,123.472 259.766,126.989 239.603,130.956 \n",
|
|
" \"/>\n",
|
|
"<polyline clip-path=\"url(#clip142)\" style=\"stroke:#050418; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
|
|
" 570.621,643.357 562.201,644.439 542.039,647.719 522.938,651.48 521.876,651.698 501.714,656.544 490.625,659.604 481.552,662.211 464.547,667.727 461.389,668.795 \n",
|
|
" 442.678,675.85 441.227,676.422 423.842,683.973 421.065,685.236 407.265,692.096 400.902,695.416 392.416,700.22 380.74,707.173 378.917,708.343 366.925,716.466 \n",
|
|
" 360.577,721.015 355.928,724.589 345.974,732.712 340.415,737.546 336.873,740.836 328.698,748.959 321.097,757.082 320.253,758.058 314.439,765.205 308.37,773.328 \n",
|
|
" 302.841,781.452 300.09,785.93 297.978,789.575 293.778,797.698 290.088,805.821 286.906,813.944 284.234,822.068 282.07,830.191 280.416,838.314 279.928,841.776 \n",
|
|
" 279.306,846.437 278.703,854.561 278.583,862.684 278.944,870.807 279.788,878.93 279.928,879.79 281.18,887.053 283.088,895.177 285.506,903.3 288.433,911.423 \n",
|
|
" 291.869,919.546 295.814,927.669 300.09,935.468 300.279,935.793 305.538,943.916 311.337,952.039 317.675,960.162 320.253,963.207 324.826,968.285 332.714,976.409 \n",
|
|
" 340.415,983.802 341.227,984.532 350.875,992.655 360.577,1000.34 361.175,1000.78 372.839,1008.9 380.74,1014.11 385.507,1017.02 399.502,1025.15 400.902,1025.92 \n",
|
|
" 415.339,1033.27 421.065,1036.05 433.087,1041.39 441.227,1044.85 453.335,1049.52 461.389,1052.49 476.939,1057.64 481.552,1059.11 501.714,1064.78 505.714,1065.76 \n",
|
|
" 521.876,1069.57 542.039,1073.62 543.645,1073.89 562.201,1076.85 582.364,1079.39 602.526,1081.25 615.38,1082.01 622.688,1082.42 642.851,1082.91 663.013,1082.75 \n",
|
|
" 681.31,1082.01 683.176,1081.93 703.338,1080.41 723.5,1078.2 743.663,1075.32 751.811,1073.89 763.825,1071.68 783.987,1067.29 789.997,1065.76 804.15,1062.04 \n",
|
|
" 818.818,1057.64 824.312,1055.92 842.611,1049.52 844.475,1048.84 862.847,1041.39 864.637,1040.64 880.474,1033.27 884.799,1031.16 896.132,1025.15 904.962,1020.22 \n",
|
|
" 910.266,1017.02 923.051,1008.9 925.124,1007.51 934.451,1000.78 945.072,992.655 945.286,992.48 954.417,984.532 963.156,976.409 965.449,974.123 970.943,968.285 \n",
|
|
" 978.032,960.162 984.565,952.039 985.611,950.617 990.256,943.916 995.363,935.793 999.946,927.669 1004.01,919.546 1005.77,915.484 1007.44,911.423 1010.29,903.3 \n",
|
|
" 1012.64,895.177 1014.5,887.053 1015.86,878.93 1016.73,870.807 1017.1,862.684 1016.97,854.561 1016.36,846.437 1015.24,838.314 1013.63,830.191 1011.53,822.068 \n",
|
|
" 1008.93,813.944 1005.84,805.821 1005.77,805.681 1002.04,797.698 997.72,789.575 992.875,781.452 987.507,773.328 985.611,770.716 981.368,765.205 974.557,757.082 \n",
|
|
" 967.19,748.959 965.449,747.174 958.861,740.836 949.826,732.712 945.286,728.883 939.841,724.589 928.903,716.466 925.124,713.813 916.744,708.343 904.962,701.052 \n",
|
|
" 903.507,700.22 888.571,692.096 884.799,690.141 871.84,683.973 864.637,680.699 852.93,675.85 844.475,672.499 831.134,667.727 824.312,665.387 805.402,659.604 \n",
|
|
" 804.15,659.236 783.987,654.031 772.526,651.48 763.825,649.618 743.663,645.992 725.559,643.357 723.5,643.068 703.338,640.907 683.176,639.41 663.013,638.578 \n",
|
|
" 642.851,638.412 622.688,638.911 602.526,640.075 582.364,641.904 570.621,643.357 \n",
|
|
" \"/>\n",
|
|
"<circle clip-path=\"url(#clip142)\" cx=\"647.891\" cy=\"860.653\" r=\"14\" fill=\"#e26f46\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"2.56\"/>\n",
|
|
"<path clip-path=\"url(#clip140)\" d=\"\n",
|
|
"M1449.33 277.196 L1818.32 277.196 L1818.32 156.236 L1449.33 156.236 Z\n",
|
|
" \" fill=\"#ffffff\" fill-rule=\"evenodd\" fill-opacity=\"1\"/>\n",
|
|
"<polyline clip-path=\"url(#clip140)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
|
|
" 1449.33,277.196 1818.32,277.196 1818.32,156.236 1449.33,156.236 1449.33,277.196 \n",
|
|
" \"/>\n",
|
|
"<circle clip-path=\"url(#clip140)\" cx=\"1521.92\" cy=\"216.716\" r=\"23\" fill=\"#e26f46\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"4.096\"/>\n",
|
|
"<path clip-path=\"url(#clip140)\" d=\"M 0 0 M1606.4 211.056 Q1602.98 211.056 1600.98 213.741 Q1598.99 216.403 1598.99 221.056 Q1598.99 225.709 1600.96 228.394 Q1602.95 231.056 1606.4 231.056 Q1609.8 231.056 1611.79 228.371 Q1613.79 225.686 1613.79 221.056 Q1613.79 216.45 1611.79 213.764 Q1609.8 211.056 1606.4 211.056 M1606.4 207.445 Q1611.96 207.445 1615.13 211.056 Q1618.3 214.667 1618.3 221.056 Q1618.3 227.422 1615.13 231.056 Q1611.96 234.667 1606.4 234.667 Q1600.82 234.667 1597.65 231.056 Q1594.5 227.422 1594.5 221.056 Q1594.5 214.667 1597.65 211.056 Q1600.82 207.445 1606.4 207.445 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip140)\" d=\"M 0 0 M1626.89 230.107 L1626.89 243.857 L1622.6 243.857 L1622.6 208.07 L1626.89 208.07 L1626.89 212.005 Q1628.23 209.69 1630.27 208.579 Q1632.33 207.445 1635.17 207.445 Q1639.9 207.445 1642.84 211.195 Q1645.8 214.945 1645.8 221.056 Q1645.8 227.167 1642.84 230.917 Q1639.9 234.667 1635.17 234.667 Q1632.33 234.667 1630.27 233.556 Q1628.23 232.422 1626.89 230.107 M1641.38 221.056 Q1641.38 216.357 1639.43 213.695 Q1637.51 211.01 1634.13 211.01 Q1630.75 211.01 1628.81 213.695 Q1626.89 216.357 1626.89 221.056 Q1626.89 225.755 1628.81 228.44 Q1630.75 231.102 1634.13 231.102 Q1637.51 231.102 1639.43 228.44 Q1641.38 225.755 1641.38 221.056 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip140)\" d=\"M 0 0 M1654.48 200.709 L1654.48 208.07 L1663.25 208.07 L1663.25 211.38 L1654.48 211.38 L1654.48 225.454 Q1654.48 228.625 1655.34 229.528 Q1656.22 230.431 1658.88 230.431 L1663.25 230.431 L1663.25 233.996 L1658.88 233.996 Q1653.95 233.996 1652.07 232.167 Q1650.2 230.315 1650.2 225.454 L1650.2 211.38 L1647.07 211.38 L1647.07 208.07 L1650.2 208.07 L1650.2 200.709 L1654.48 200.709 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip140)\" d=\"M 0 0 M1667.72 208.07 L1671.98 208.07 L1671.98 233.996 L1667.72 233.996 L1667.72 208.07 M1667.72 197.977 L1671.98 197.977 L1671.98 203.371 L1667.72 203.371 L1667.72 197.977 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip140)\" d=\"M 0 0 M1696.63 213.047 Q1698.23 210.176 1700.45 208.811 Q1702.67 207.445 1705.68 207.445 Q1709.73 207.445 1711.93 210.292 Q1714.13 213.116 1714.13 218.348 L1714.13 233.996 L1709.85 233.996 L1709.85 218.487 Q1709.85 214.76 1708.53 212.954 Q1707.21 211.149 1704.5 211.149 Q1701.19 211.149 1699.27 213.348 Q1697.35 215.547 1697.35 219.343 L1697.35 233.996 L1693.07 233.996 L1693.07 218.487 Q1693.07 214.737 1691.75 212.954 Q1690.43 211.149 1687.67 211.149 Q1684.41 211.149 1682.49 213.371 Q1680.57 215.57 1680.57 219.343 L1680.57 233.996 L1676.29 233.996 L1676.29 208.07 L1680.57 208.07 L1680.57 212.098 Q1682.03 209.713 1684.06 208.579 Q1686.1 207.445 1688.9 207.445 Q1691.72 207.445 1693.69 208.88 Q1695.68 210.315 1696.63 213.047 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip140)\" d=\"M 0 0 M1718.16 223.764 L1718.16 208.07 L1722.42 208.07 L1722.42 223.602 Q1722.42 227.283 1723.85 229.135 Q1725.29 230.963 1728.16 230.963 Q1731.61 230.963 1733.6 228.764 Q1735.61 226.565 1735.61 222.769 L1735.61 208.07 L1739.87 208.07 L1739.87 233.996 L1735.61 233.996 L1735.61 230.014 Q1734.06 232.375 1732 233.533 Q1729.97 234.667 1727.26 234.667 Q1722.79 234.667 1720.47 231.889 Q1718.16 229.111 1718.16 223.764 M1728.88 207.445 L1728.88 207.445 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip140)\" d=\"M 0 0 M1764.53 213.047 Q1766.12 210.176 1768.34 208.811 Q1770.57 207.445 1773.58 207.445 Q1777.63 207.445 1779.83 210.292 Q1782.03 213.116 1782.03 218.348 L1782.03 233.996 L1777.74 233.996 L1777.74 218.487 Q1777.74 214.76 1776.42 212.954 Q1775.1 211.149 1772.4 211.149 Q1769.09 211.149 1767.16 213.348 Q1765.24 215.547 1765.24 219.343 L1765.24 233.996 L1760.96 233.996 L1760.96 218.487 Q1760.96 214.737 1759.64 212.954 Q1758.32 211.149 1755.57 211.149 Q1752.3 211.149 1750.38 213.371 Q1748.46 215.57 1748.46 219.343 L1748.46 233.996 L1744.18 233.996 L1744.18 208.07 L1748.46 208.07 L1748.46 212.098 Q1749.92 209.713 1751.96 208.579 Q1753.99 207.445 1756.79 207.445 Q1759.62 207.445 1761.59 208.88 Q1763.58 210.315 1764.53 213.047 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /></svg>\n"
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"p1 = contour( x,y,loss2d', #notice: loss2d'\n",
|
|
" xlims = (1,5),\n",
|
|
" ylims = (-1,0),\n",
|
|
" legend = false,\n",
|
|
" levels = 21,\n",
|
|
" title = \"Contour plot of loss function\",\n",
|
|
" xlabel = \"x\",\n",
|
|
" ylabel = \"y\" )\n",
|
|
"scatter!([2],[-0.75],label=\"optimum\",legend=true)\n",
|
|
"display(p1)"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 10,
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"name": "stdout",
|
|
"output_type": "stream",
|
|
"text": [
|
|
"minimum at (x,y)= 2.000 -0.750\n"
|
|
]
|
|
}
|
|
],
|
|
"source": [
|
|
"Sol = optimize(fn2,[0.0;0.0]) #use p->lossfn(p,other arguments) if \n",
|
|
" #there are additional (non-choice) arguments\n",
|
|
"printlnPs(\"minimum at (x,y)= \",Optim.minimizer(Sol))"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"metadata": {},
|
|
"source": [
|
|
"# Several Choice Variables: Bounds on the Solutions\n",
|
|
"\n",
|
|
"The next few cells discuss how to impose bounds on the solution.\n",
|
|
"\n",
|
|
"In the example below, we impose $2.75 \\leq x$ (a lower bound) and $y \\leq -0.3$ (an upper bound). We will see that only one of these restrictions binds."
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 11,
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"image/svg+xml": [
|
|
"<?xml version=\"1.0\" encoding=\"utf-8\"?>\n",
|
|
"<svg xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\" width=\"480\" height=\"320\" viewBox=\"0 0 1920 1280\">\n",
|
|
"<defs>\n",
|
|
" <clipPath id=\"clip180\">\n",
|
|
" <rect x=\"0\" y=\"0\" width=\"1920\" height=\"1280\"/>\n",
|
|
" </clipPath>\n",
|
|
"</defs>\n",
|
|
"<path clip-path=\"url(#clip180)\" d=\"\n",
|
|
"M0 1280 L1920 1280 L1920 0 L0 0 Z\n",
|
|
" \" fill=\"#ffffff\" fill-rule=\"evenodd\" fill-opacity=\"1\"/>\n",
|
|
"<defs>\n",
|
|
" <clipPath id=\"clip181\">\n",
|
|
" <rect x=\"384\" y=\"0\" width=\"1345\" height=\"1280\"/>\n",
|
|
" </clipPath>\n",
|
|
"</defs>\n",
|
|
"<path clip-path=\"url(#clip180)\" d=\"\n",
|
|
"M239.603 1106.38 L1872.76 1106.38 L1872.76 123.472 L239.603 123.472 Z\n",
|
|
" \" fill=\"#ffffff\" fill-rule=\"evenodd\" fill-opacity=\"1\"/>\n",
|
|
"<defs>\n",
|
|
" <clipPath id=\"clip182\">\n",
|
|
" <rect x=\"239\" y=\"123\" width=\"1634\" height=\"984\"/>\n",
|
|
" </clipPath>\n",
|
|
"</defs>\n",
|
|
"<polyline clip-path=\"url(#clip182)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
|
|
" 239.603,1106.38 239.603,123.472 \n",
|
|
" \"/>\n",
|
|
"<polyline clip-path=\"url(#clip182)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
|
|
" 647.891,1106.38 647.891,123.472 \n",
|
|
" \"/>\n",
|
|
"<polyline clip-path=\"url(#clip182)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
|
|
" 1056.18,1106.38 1056.18,123.472 \n",
|
|
" \"/>\n",
|
|
"<polyline clip-path=\"url(#clip182)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
|
|
" 1464.47,1106.38 1464.47,123.472 \n",
|
|
" \"/>\n",
|
|
"<polyline clip-path=\"url(#clip182)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
|
|
" 1872.76,1106.38 1872.76,123.472 \n",
|
|
" \"/>\n",
|
|
"<polyline clip-path=\"url(#clip180)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
|
|
" 239.603,1106.38 1872.76,1106.38 \n",
|
|
" \"/>\n",
|
|
"<polyline clip-path=\"url(#clip180)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
|
|
" 239.603,1106.38 239.603,1094.58 \n",
|
|
" \"/>\n",
|
|
"<polyline clip-path=\"url(#clip180)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
|
|
" 647.891,1106.38 647.891,1094.58 \n",
|
|
" \"/>\n",
|
|
"<polyline clip-path=\"url(#clip180)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
|
|
" 1056.18,1106.38 1056.18,1094.58 \n",
|
|
" \"/>\n",
|
|
"<polyline clip-path=\"url(#clip180)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
|
|
" 1464.47,1106.38 1464.47,1094.58 \n",
|
|
" \"/>\n",
|
|
"<polyline clip-path=\"url(#clip180)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
|
|
" 1872.76,1106.38 1872.76,1094.58 \n",
|
|
" \"/>\n",
|
|
"<path clip-path=\"url(#clip180)\" d=\"M 0 0 M229.985 1159.28 L237.624 1159.28 L237.624 1132.91 L229.314 1134.58 L229.314 1130.32 L237.578 1128.65 L242.254 1128.65 L242.254 1159.28 L249.892 1159.28 L249.892 1163.21 L229.985 1163.21 L229.985 1159.28 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip180)\" d=\"M 0 0 M642.544 1159.28 L658.864 1159.28 L658.864 1163.21 L636.919 1163.21 L636.919 1159.28 Q639.581 1156.52 644.165 1151.89 Q648.771 1147.24 649.952 1145.9 Q652.197 1143.37 653.077 1141.64 Q653.979 1139.88 653.979 1138.19 Q653.979 1135.43 652.035 1133.7 Q650.114 1131.96 647.012 1131.96 Q644.813 1131.96 642.359 1132.73 Q639.928 1133.49 637.151 1135.04 L637.151 1130.32 Q639.975 1129.18 642.428 1128.61 Q644.882 1128.03 646.919 1128.03 Q652.289 1128.03 655.484 1130.71 Q658.678 1133.4 658.678 1137.89 Q658.678 1140.02 657.868 1141.94 Q657.081 1143.84 654.975 1146.43 Q654.396 1147.1 651.294 1150.32 Q648.192 1153.51 642.544 1159.28 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip180)\" d=\"M 0 0 M1060.43 1144.58 Q1063.78 1145.3 1065.66 1147.56 Q1067.56 1149.83 1067.56 1153.17 Q1067.56 1158.28 1064.04 1161.08 Q1060.52 1163.88 1054.04 1163.88 Q1051.86 1163.88 1049.55 1163.44 Q1047.26 1163.03 1044.8 1162.17 L1044.8 1157.66 Q1046.75 1158.79 1049.06 1159.37 Q1051.38 1159.95 1053.9 1159.95 Q1058.3 1159.95 1060.59 1158.21 Q1062.9 1156.48 1062.9 1153.17 Q1062.9 1150.11 1060.75 1148.4 Q1058.62 1146.66 1054.8 1146.66 L1050.77 1146.66 L1050.77 1142.82 L1054.99 1142.82 Q1058.44 1142.82 1060.27 1141.45 Q1062.09 1140.06 1062.09 1137.47 Q1062.09 1134.81 1060.2 1133.4 Q1058.32 1131.96 1054.8 1131.96 Q1052.88 1131.96 1050.68 1132.38 Q1048.48 1132.8 1045.84 1133.67 L1045.84 1129.51 Q1048.51 1128.77 1050.82 1128.4 Q1053.16 1128.03 1055.22 1128.03 Q1060.54 1128.03 1063.64 1130.46 Q1066.75 1132.86 1066.75 1136.99 Q1066.75 1139.86 1065.1 1141.85 Q1063.46 1143.81 1060.43 1144.58 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip180)\" d=\"M 0 0 M1467.48 1132.73 L1455.67 1151.17 L1467.48 1151.17 L1467.48 1132.73 M1466.25 1128.65 L1472.13 1128.65 L1472.13 1151.17 L1477.06 1151.17 L1477.06 1155.06 L1472.13 1155.06 L1472.13 1163.21 L1467.48 1163.21 L1467.48 1155.06 L1451.88 1155.06 L1451.88 1150.55 L1466.25 1128.65 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip180)\" d=\"M 0 0 M1863.03 1128.65 L1881.39 1128.65 L1881.39 1132.59 L1867.32 1132.59 L1867.32 1141.06 Q1868.33 1140.71 1869.35 1140.55 Q1870.37 1140.36 1871.39 1140.36 Q1877.18 1140.36 1880.56 1143.54 Q1883.94 1146.71 1883.94 1152.12 Q1883.94 1157.7 1880.46 1160.8 Q1876.99 1163.88 1870.67 1163.88 Q1868.5 1163.88 1866.23 1163.51 Q1863.98 1163.14 1861.58 1162.4 L1861.58 1157.7 Q1863.66 1158.84 1865.88 1159.39 Q1868.1 1159.95 1870.58 1159.95 Q1874.58 1159.95 1876.92 1157.84 Q1879.26 1155.74 1879.26 1152.12 Q1879.26 1148.51 1876.92 1146.41 Q1874.58 1144.3 1870.58 1144.3 Q1868.71 1144.3 1866.83 1144.72 Q1864.98 1145.13 1863.03 1146.01 L1863.03 1128.65 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip180)\" d=\"M 0 0 M1072.79 1208.4 L1059.9 1225.74 L1073.46 1244.04 L1066.56 1244.04 L1056.18 1230.04 L1045.8 1244.04 L1038.9 1244.04 L1052.74 1225.39 L1040.07 1208.4 L1046.98 1208.4 L1056.43 1221.1 L1065.89 1208.4 L1072.79 1208.4 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><polyline clip-path=\"url(#clip182)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
|
|
" 239.603,1106.38 1872.76,1106.38 \n",
|
|
" \"/>\n",
|
|
"<polyline clip-path=\"url(#clip182)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
|
|
" 239.603,909.798 1872.76,909.798 \n",
|
|
" \"/>\n",
|
|
"<polyline clip-path=\"url(#clip182)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
|
|
" 239.603,713.217 1872.76,713.217 \n",
|
|
" \"/>\n",
|
|
"<polyline clip-path=\"url(#clip182)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
|
|
" 239.603,516.635 1872.76,516.635 \n",
|
|
" \"/>\n",
|
|
"<polyline clip-path=\"url(#clip182)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
|
|
" 239.603,320.054 1872.76,320.054 \n",
|
|
" \"/>\n",
|
|
"<polyline clip-path=\"url(#clip182)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
|
|
" 239.603,123.472 1872.76,123.472 \n",
|
|
" \"/>\n",
|
|
"<polyline clip-path=\"url(#clip180)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
|
|
" 239.603,1106.38 239.603,123.472 \n",
|
|
" \"/>\n",
|
|
"<polyline clip-path=\"url(#clip180)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
|
|
" 239.603,1106.38 259.201,1106.38 \n",
|
|
" \"/>\n",
|
|
"<polyline clip-path=\"url(#clip180)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
|
|
" 239.603,909.798 259.201,909.798 \n",
|
|
" \"/>\n",
|
|
"<polyline clip-path=\"url(#clip180)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
|
|
" 239.603,713.217 259.201,713.217 \n",
|
|
" \"/>\n",
|
|
"<polyline clip-path=\"url(#clip180)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
|
|
" 239.603,516.635 259.201,516.635 \n",
|
|
" \"/>\n",
|
|
"<polyline clip-path=\"url(#clip180)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
|
|
" 239.603,320.054 259.201,320.054 \n",
|
|
" \"/>\n",
|
|
"<polyline clip-path=\"url(#clip180)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
|
|
" 239.603,123.472 259.201,123.472 \n",
|
|
" \"/>\n",
|
|
"<path clip-path=\"url(#clip180)\" d=\"M 0 0 M118.373 1106.83 L148.049 1106.83 L148.049 1110.77 L118.373 1110.77 L118.373 1106.83 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip180)\" d=\"M 0 0 M153.928 1119.72 L161.567 1119.72 L161.567 1093.36 L153.257 1095.03 L153.257 1090.77 L161.521 1089.1 L166.197 1089.1 L166.197 1119.72 L173.836 1119.72 L173.836 1123.66 L153.928 1123.66 L153.928 1119.72 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip180)\" d=\"M 0 0 M178.905 1117.78 L183.789 1117.78 L183.789 1123.66 L178.905 1123.66 L178.905 1117.78 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip180)\" d=\"M 0 0 M198.859 1092.18 Q195.248 1092.18 193.419 1095.74 Q191.613 1099.28 191.613 1106.41 Q191.613 1113.52 193.419 1117.09 Q195.248 1120.63 198.859 1120.63 Q202.493 1120.63 204.299 1117.09 Q206.127 1113.52 206.127 1106.41 Q206.127 1099.28 204.299 1095.74 Q202.493 1092.18 198.859 1092.18 M198.859 1088.47 Q204.669 1088.47 207.724 1093.08 Q210.803 1097.66 210.803 1106.41 Q210.803 1115.14 207.724 1119.75 Q204.669 1124.33 198.859 1124.33 Q193.049 1124.33 189.97 1119.75 Q186.914 1115.14 186.914 1106.41 Q186.914 1097.66 189.97 1093.08 Q193.049 1088.47 198.859 1088.47 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip180)\" d=\"M 0 0 M117.239 910.25 L146.915 910.25 L146.915 914.185 L117.239 914.185 L117.239 910.25 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip180)\" d=\"M 0 0 M161.984 895.597 Q158.373 895.597 156.544 899.162 Q154.739 902.703 154.739 909.833 Q154.739 916.939 156.544 920.504 Q158.373 924.046 161.984 924.046 Q165.618 924.046 167.424 920.504 Q169.252 916.939 169.252 909.833 Q169.252 902.703 167.424 899.162 Q165.618 895.597 161.984 895.597 M161.984 891.893 Q167.794 891.893 170.85 896.5 Q173.928 901.083 173.928 909.833 Q173.928 918.56 170.85 923.166 Q167.794 927.75 161.984 927.75 Q156.174 927.75 153.095 923.166 Q150.04 918.56 150.04 909.833 Q150.04 901.083 153.095 896.5 Q156.174 891.893 161.984 891.893 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip180)\" d=\"M 0 0 M178.998 921.199 L183.882 921.199 L183.882 927.078 L178.998 927.078 L178.998 921.199 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip180)\" d=\"M 0 0 M198.951 910.666 Q195.618 910.666 193.697 912.449 Q191.799 914.231 191.799 917.356 Q191.799 920.481 193.697 922.264 Q195.618 924.046 198.951 924.046 Q202.285 924.046 204.206 922.264 Q206.127 920.458 206.127 917.356 Q206.127 914.231 204.206 912.449 Q202.308 910.666 198.951 910.666 M194.275 908.676 Q191.266 907.935 189.576 905.875 Q187.91 903.815 187.91 900.852 Q187.91 896.708 190.85 894.301 Q193.813 891.893 198.951 891.893 Q204.113 891.893 207.053 894.301 Q209.993 896.708 209.993 900.852 Q209.993 903.815 208.303 905.875 Q206.637 907.935 203.65 908.676 Q207.03 909.463 208.905 911.754 Q210.803 914.046 210.803 917.356 Q210.803 922.379 207.724 925.064 Q204.669 927.75 198.951 927.75 Q193.234 927.75 190.155 925.064 Q187.1 922.379 187.1 917.356 Q187.1 914.046 188.998 911.754 Q190.896 909.463 194.275 908.676 M192.563 901.291 Q192.563 903.977 194.229 905.481 Q195.919 906.986 198.951 906.986 Q201.961 906.986 203.65 905.481 Q205.363 903.977 205.363 901.291 Q205.363 898.606 203.65 897.102 Q201.961 895.597 198.951 895.597 Q195.919 895.597 194.229 897.102 Q192.563 898.606 192.563 901.291 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip180)\" d=\"M 0 0 M116.984 713.668 L146.66 713.668 L146.66 717.603 L116.984 717.603 L116.984 713.668 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip180)\" d=\"M 0 0 M161.729 699.015 Q158.118 699.015 156.29 702.58 Q154.484 706.122 154.484 713.251 Q154.484 720.358 156.29 723.923 Q158.118 727.464 161.729 727.464 Q165.364 727.464 167.169 723.923 Q168.998 720.358 168.998 713.251 Q168.998 706.122 167.169 702.58 Q165.364 699.015 161.729 699.015 M161.729 695.312 Q167.54 695.312 170.595 699.918 Q173.674 704.502 173.674 713.251 Q173.674 721.978 170.595 726.585 Q167.54 731.168 161.729 731.168 Q155.919 731.168 152.841 726.585 Q149.785 721.978 149.785 713.251 Q149.785 704.502 152.841 699.918 Q155.919 695.312 161.729 695.312 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip180)\" d=\"M 0 0 M178.743 724.617 L183.627 724.617 L183.627 730.497 L178.743 730.497 L178.743 724.617 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip180)\" d=\"M 0 0 M199.275 711.353 Q196.127 711.353 194.275 713.506 Q192.447 715.659 192.447 719.409 Q192.447 723.136 194.275 725.312 Q196.127 727.464 199.275 727.464 Q202.424 727.464 204.252 725.312 Q206.104 723.136 206.104 719.409 Q206.104 715.659 204.252 713.506 Q202.424 711.353 199.275 711.353 M208.558 696.701 L208.558 700.96 Q206.799 700.127 204.993 699.687 Q203.211 699.247 201.451 699.247 Q196.822 699.247 194.368 702.372 Q191.938 705.497 191.59 711.816 Q192.956 709.802 195.016 708.738 Q197.076 707.65 199.553 707.65 Q204.762 707.65 207.771 710.821 Q210.803 713.969 210.803 719.409 Q210.803 724.733 207.655 727.95 Q204.507 731.168 199.275 731.168 Q193.28 731.168 190.109 726.585 Q186.938 721.978 186.938 713.251 Q186.938 705.057 190.826 700.196 Q194.715 695.312 201.266 695.312 Q203.025 695.312 204.808 695.659 Q206.613 696.006 208.558 696.701 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip180)\" d=\"M 0 0 M116.66 517.087 L146.336 517.087 L146.336 521.022 L116.66 521.022 L116.66 517.087 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip180)\" d=\"M 0 0 M161.405 502.434 Q157.794 502.434 155.966 505.999 Q154.16 509.54 154.16 516.67 Q154.16 523.776 155.966 527.341 Q157.794 530.883 161.405 530.883 Q165.04 530.883 166.845 527.341 Q168.674 523.776 168.674 516.67 Q168.674 509.54 166.845 505.999 Q165.04 502.434 161.405 502.434 M161.405 498.73 Q167.215 498.73 170.271 503.337 Q173.35 507.92 173.35 516.67 Q173.35 525.397 170.271 530.003 Q167.215 534.587 161.405 534.587 Q155.595 534.587 152.516 530.003 Q149.461 525.397 149.461 516.67 Q149.461 507.92 152.516 503.337 Q155.595 498.73 161.405 498.73 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip180)\" d=\"M 0 0 M178.419 528.036 L183.303 528.036 L183.303 533.915 L178.419 533.915 L178.419 528.036 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip180)\" d=\"M 0 0 M201.22 503.429 L189.414 521.878 L201.22 521.878 L201.22 503.429 M199.993 499.355 L205.873 499.355 L205.873 521.878 L210.803 521.878 L210.803 525.767 L205.873 525.767 L205.873 533.915 L201.22 533.915 L201.22 525.767 L185.618 525.767 L185.618 521.253 L199.993 499.355 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip180)\" d=\"M 0 0 M118.743 320.505 L148.419 320.505 L148.419 324.44 L118.743 324.44 L118.743 320.505 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip180)\" d=\"M 0 0 M163.489 305.852 Q159.878 305.852 158.049 309.417 Q156.243 312.959 156.243 320.088 Q156.243 327.195 158.049 330.76 Q159.878 334.301 163.489 334.301 Q167.123 334.301 168.928 330.76 Q170.757 327.195 170.757 320.088 Q170.757 312.959 168.928 309.417 Q167.123 305.852 163.489 305.852 M163.489 302.149 Q169.299 302.149 172.354 306.755 Q175.433 311.338 175.433 320.088 Q175.433 328.815 172.354 333.422 Q169.299 338.005 163.489 338.005 Q157.678 338.005 154.6 333.422 Q151.544 328.815 151.544 320.088 Q151.544 311.338 154.6 306.755 Q157.678 302.149 163.489 302.149 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip180)\" d=\"M 0 0 M180.502 331.454 L185.387 331.454 L185.387 337.334 L180.502 337.334 L180.502 331.454 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip180)\" d=\"M 0 0 M194.484 333.399 L210.803 333.399 L210.803 337.334 L188.859 337.334 L188.859 333.399 Q191.521 330.644 196.104 326.014 Q200.711 321.362 201.891 320.019 Q204.137 317.496 205.016 315.76 Q205.919 314 205.919 312.311 Q205.919 309.556 203.975 307.82 Q202.053 306.084 198.951 306.084 Q196.752 306.084 194.299 306.848 Q191.868 307.612 189.09 309.163 L189.09 304.44 Q191.914 303.306 194.368 302.727 Q196.822 302.149 198.859 302.149 Q204.229 302.149 207.424 304.834 Q210.618 307.519 210.618 312.01 Q210.618 314.139 209.808 316.061 Q209.021 317.959 206.914 320.551 Q206.336 321.223 203.234 324.44 Q200.132 327.635 194.484 333.399 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip180)\" d=\"M 0 0 M161.891 109.271 Q158.28 109.271 156.452 112.836 Q154.646 116.377 154.646 123.507 Q154.646 130.613 156.452 134.178 Q158.28 137.72 161.891 137.72 Q165.526 137.72 167.331 134.178 Q169.16 130.613 169.16 123.507 Q169.16 116.377 167.331 112.836 Q165.526 109.271 161.891 109.271 M161.891 105.567 Q167.702 105.567 170.757 110.174 Q173.836 114.757 173.836 123.507 Q173.836 132.234 170.757 136.84 Q167.702 141.423 161.891 141.423 Q156.081 141.423 153.003 136.84 Q149.947 132.234 149.947 123.507 Q149.947 114.757 153.003 110.174 Q156.081 105.567 161.891 105.567 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip180)\" d=\"M 0 0 M178.905 134.873 L183.789 134.873 L183.789 140.752 L178.905 140.752 L178.905 134.873 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip180)\" d=\"M 0 0 M198.859 109.271 Q195.248 109.271 193.419 112.836 Q191.613 116.377 191.613 123.507 Q191.613 130.613 193.419 134.178 Q195.248 137.72 198.859 137.72 Q202.493 137.72 204.299 134.178 Q206.127 130.613 206.127 123.507 Q206.127 116.377 204.299 112.836 Q202.493 109.271 198.859 109.271 M198.859 105.567 Q204.669 105.567 207.724 110.174 Q210.803 114.757 210.803 123.507 Q210.803 132.234 207.724 136.84 Q204.669 141.423 198.859 141.423 Q193.049 141.423 189.97 136.84 Q186.914 132.234 186.914 123.507 Q186.914 114.757 189.97 110.174 Q193.049 105.567 198.859 105.567 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip180)\" d=\"M 0 0 M76.9143 613.239 Q83.28 615.722 85.2216 618.077 Q87.1631 620.432 87.1631 624.379 L87.1631 629.058 L82.2615 629.058 L82.2615 625.62 Q82.2615 623.201 81.1157 621.865 Q79.9699 620.528 75.7048 618.905 L73.0312 617.854 L37.9562 632.273 L37.9562 626.066 L65.838 614.926 L37.9562 603.786 L37.9562 597.579 L76.9143 613.239 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip180)\" d=\"M 0 0 M575.783 16.7545 L575.783 25.383 Q571.651 21.5346 566.952 19.6307 Q562.293 17.7268 557.027 17.7268 Q546.657 17.7268 541.148 24.0867 Q535.638 30.4061 535.638 42.3968 Q535.638 54.3469 541.148 60.7069 Q546.657 67.0263 557.027 67.0263 Q562.293 67.0263 566.952 65.1223 Q571.651 63.2184 575.783 59.3701 L575.783 67.9175 Q571.489 70.8341 566.668 72.2924 Q561.888 73.7508 556.541 73.7508 Q542.808 73.7508 534.909 65.3654 Q527.01 56.9395 527.01 42.3968 Q527.01 27.8135 534.909 19.4281 Q542.808 11.0023 556.541 11.0023 Q561.969 11.0023 566.749 12.4606 Q571.57 13.8784 575.783 16.7545 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip180)\" d=\"M 0 0 M601.182 32.4315 Q595.187 32.4315 591.703 37.1306 Q588.219 41.7891 588.219 49.9314 Q588.219 58.0738 591.662 62.7728 Q595.146 67.4314 601.182 67.4314 Q607.137 67.4314 610.621 62.7323 Q614.104 58.0333 614.104 49.9314 Q614.104 41.8701 610.621 37.1711 Q607.137 32.4315 601.182 32.4315 M601.182 26.1121 Q610.904 26.1121 616.454 32.4315 Q622.004 38.7509 622.004 49.9314 Q622.004 61.0714 616.454 67.4314 Q610.904 73.7508 601.182 73.7508 Q591.419 73.7508 585.87 67.4314 Q580.36 61.0714 580.36 49.9314 Q580.36 38.7509 585.87 32.4315 Q591.419 26.1121 601.182 26.1121 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip180)\" d=\"M 0 0 M667.536 45.1919 L667.536 72.576 L660.082 72.576 L660.082 45.4349 Q660.082 38.994 657.571 35.7938 Q655.059 32.5936 650.036 32.5936 Q644 32.5936 640.516 36.4419 Q637.032 40.2903 637.032 46.9338 L637.032 72.576 L629.538 72.576 L629.538 27.2059 L637.032 27.2059 L637.032 34.2544 Q639.706 30.163 643.311 28.1376 Q646.957 26.1121 651.697 26.1121 Q659.515 26.1121 663.525 30.9732 Q667.536 35.7938 667.536 45.1919 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip180)\" d=\"M 0 0 M682.727 14.324 L682.727 27.2059 L698.08 27.2059 L698.08 32.9987 L682.727 32.9987 L682.727 57.6282 Q682.727 63.1779 684.226 64.7578 Q685.765 66.3376 690.423 66.3376 L698.08 66.3376 L698.08 72.576 L690.423 72.576 Q681.795 72.576 678.514 69.3758 Q675.233 66.1351 675.233 57.6282 L675.233 32.9987 L669.764 32.9987 L669.764 27.2059 L675.233 27.2059 L675.233 14.324 L682.727 14.324 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip180)\" d=\"M 0 0 M723.479 32.4315 Q717.483 32.4315 714 37.1306 Q710.516 41.7891 710.516 49.9314 Q710.516 58.0738 713.959 62.7728 Q717.443 67.4314 723.479 67.4314 Q729.434 67.4314 732.917 62.7323 Q736.401 58.0333 736.401 49.9314 Q736.401 41.8701 732.917 37.1711 Q729.434 32.4315 723.479 32.4315 M723.479 26.1121 Q733.201 26.1121 738.751 32.4315 Q744.3 38.7509 744.3 49.9314 Q744.3 61.0714 738.751 67.4314 Q733.201 73.7508 723.479 73.7508 Q713.716 73.7508 708.166 67.4314 Q702.657 61.0714 702.657 49.9314 Q702.657 38.7509 708.166 32.4315 Q713.716 26.1121 723.479 26.1121 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip180)\" d=\"M 0 0 M751.349 54.671 L751.349 27.2059 L758.803 27.2059 L758.803 54.3874 Q758.803 60.8284 761.314 64.0691 Q763.826 67.2693 768.849 67.2693 Q774.885 67.2693 778.369 63.421 Q781.893 59.5726 781.893 52.9291 L781.893 27.2059 L789.346 27.2059 L789.346 72.576 L781.893 72.576 L781.893 65.6084 Q779.179 69.7404 775.573 71.7658 Q772.009 73.7508 767.269 73.7508 Q759.451 73.7508 755.4 68.8897 Q751.349 64.0286 751.349 54.671 M770.105 26.1121 L770.105 26.1121 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip180)\" d=\"M 0 0 M823.455 34.1734 Q822.199 33.4443 820.7 33.1202 Q819.242 32.7556 817.46 32.7556 Q811.14 32.7556 807.738 36.8875 Q804.375 40.9789 804.375 48.6757 L804.375 72.576 L796.881 72.576 L796.881 27.2059 L804.375 27.2059 L804.375 34.2544 Q806.725 30.1225 810.492 28.1376 Q814.26 26.1121 819.647 26.1121 Q820.417 26.1121 821.349 26.2337 Q822.28 26.3147 823.415 26.5172 L823.455 34.1734 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip180)\" d=\"M 0 0 M864.855 65.7705 L864.855 89.8329 L857.361 89.8329 L857.361 27.2059 L864.855 27.2059 L864.855 34.0924 Q867.205 30.0415 870.77 28.0971 Q874.375 26.1121 879.358 26.1121 Q887.621 26.1121 892.766 32.6746 Q897.951 39.2371 897.951 49.9314 Q897.951 60.6258 892.766 67.1883 Q887.621 73.7508 879.358 73.7508 Q874.375 73.7508 870.77 71.8063 Q867.205 69.8214 864.855 65.7705 M890.214 49.9314 Q890.214 41.7081 886.811 37.0496 Q883.449 32.3505 877.535 32.3505 Q871.62 32.3505 868.218 37.0496 Q864.855 41.7081 864.855 49.9314 Q864.855 58.1548 868.218 62.8538 Q871.62 67.5124 877.535 67.5124 Q883.449 67.5124 886.811 62.8538 Q890.214 58.1548 890.214 49.9314 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip180)\" d=\"M 0 0 M905.769 9.54393 L913.223 9.54393 L913.223 72.576 L905.769 72.576 L905.769 9.54393 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip180)\" d=\"M 0 0 M938.622 32.4315 Q932.627 32.4315 929.143 37.1306 Q925.659 41.7891 925.659 49.9314 Q925.659 58.0738 929.103 62.7728 Q932.586 67.4314 938.622 67.4314 Q944.577 67.4314 948.061 62.7323 Q951.545 58.0333 951.545 49.9314 Q951.545 41.8701 948.061 37.1711 Q944.577 32.4315 938.622 32.4315 M938.622 26.1121 Q948.344 26.1121 953.894 32.4315 Q959.444 38.7509 959.444 49.9314 Q959.444 61.0714 953.894 67.4314 Q948.344 73.7508 938.622 73.7508 Q928.86 73.7508 923.31 67.4314 Q917.801 61.0714 917.801 49.9314 Q917.801 38.7509 923.31 32.4315 Q928.86 26.1121 938.622 26.1121 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip180)\" d=\"M 0 0 M974.635 14.324 L974.635 27.2059 L989.988 27.2059 L989.988 32.9987 L974.635 32.9987 L974.635 57.6282 Q974.635 63.1779 976.134 64.7578 Q977.673 66.3376 982.332 66.3376 L989.988 66.3376 L989.988 72.576 L982.332 72.576 Q973.703 72.576 970.422 69.3758 Q967.141 66.1351 967.141 57.6282 L967.141 32.9987 L961.672 32.9987 L961.672 27.2059 L967.141 27.2059 L967.141 14.324 L974.635 14.324 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip180)\" d=\"M 0 0 M1041.76 32.4315 Q1035.76 32.4315 1032.28 37.1306 Q1028.8 41.7891 1028.8 49.9314 Q1028.8 58.0738 1032.24 62.7728 Q1035.72 67.4314 1041.76 67.4314 Q1047.71 67.4314 1051.2 62.7323 Q1054.68 58.0333 1054.68 49.9314 Q1054.68 41.8701 1051.2 37.1711 Q1047.71 32.4315 1041.76 32.4315 M1041.76 26.1121 Q1051.48 26.1121 1057.03 32.4315 Q1062.58 38.7509 1062.58 49.9314 Q1062.58 61.0714 1057.03 67.4314 Q1051.48 73.7508 1041.76 73.7508 Q1032 73.7508 1026.45 67.4314 Q1020.94 61.0714 1020.94 49.9314 Q1020.94 38.7509 1026.45 32.4315 Q1032 26.1121 1041.76 26.1121 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip180)\" d=\"M 0 0 M1093.37 9.54393 L1093.37 15.7418 L1086.24 15.7418 Q1082.23 15.7418 1080.65 17.3622 Q1079.11 18.9825 1079.11 23.1955 L1079.11 27.2059 L1091.38 27.2059 L1091.38 32.9987 L1079.11 32.9987 L1079.11 72.576 L1071.61 72.576 L1071.61 32.9987 L1064.48 32.9987 L1064.48 27.2059 L1071.61 27.2059 L1071.61 24.0462 Q1071.61 16.471 1075.14 13.0277 Q1078.66 9.54393 1086.32 9.54393 L1093.37 9.54393 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip180)\" d=\"M 0 0 M1127.56 9.54393 L1135.01 9.54393 L1135.01 72.576 L1127.56 72.576 L1127.56 9.54393 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip180)\" d=\"M 0 0 M1160.41 32.4315 Q1154.41 32.4315 1150.93 37.1306 Q1147.45 41.7891 1147.45 49.9314 Q1147.45 58.0738 1150.89 62.7728 Q1154.37 67.4314 1160.41 67.4314 Q1166.36 67.4314 1169.85 62.7323 Q1173.33 58.0333 1173.33 49.9314 Q1173.33 41.8701 1169.85 37.1711 Q1166.36 32.4315 1160.41 32.4315 M1160.41 26.1121 Q1170.13 26.1121 1175.68 32.4315 Q1181.23 38.7509 1181.23 49.9314 Q1181.23 61.0714 1175.68 67.4314 Q1170.13 73.7508 1160.41 73.7508 Q1150.65 73.7508 1145.1 67.4314 Q1139.59 61.0714 1139.59 49.9314 Q1139.59 38.7509 1145.1 32.4315 Q1150.65 26.1121 1160.41 26.1121 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip180)\" d=\"M 0 0 M1217.97 28.5427 L1217.97 35.5912 Q1214.81 33.9709 1211.41 33.1607 Q1208.01 32.3505 1204.36 32.3505 Q1198.81 32.3505 1196.02 34.0519 Q1193.26 35.7533 1193.26 39.156 Q1193.26 41.7486 1195.25 43.2475 Q1197.23 44.7058 1203.23 46.0426 L1205.78 46.6097 Q1213.72 48.3111 1217.04 51.4303 Q1220.4 54.509 1220.4 60.0587 Q1220.4 66.3781 1215.38 70.0644 Q1210.4 73.7508 1201.65 73.7508 Q1198 73.7508 1194.03 73.0216 Q1190.1 72.3329 1185.73 70.9151 L1185.73 63.2184 Q1189.86 65.3654 1193.87 66.4591 Q1197.88 67.5124 1201.81 67.5124 Q1207.08 67.5124 1209.91 65.73 Q1212.75 63.9071 1212.75 60.6258 Q1212.75 57.5877 1210.68 55.9673 Q1208.66 54.3469 1201.73 52.8481 L1199.14 52.2405 Q1192.21 50.7821 1189.13 47.7845 Q1186.05 44.7463 1186.05 39.4801 Q1186.05 33.0797 1190.59 29.5959 Q1195.13 26.1121 1203.47 26.1121 Q1207.6 26.1121 1211.25 26.7198 Q1214.89 27.3274 1217.97 28.5427 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip180)\" d=\"M 0 0 M1257.14 28.5427 L1257.14 35.5912 Q1253.99 33.9709 1250.58 33.1607 Q1247.18 32.3505 1243.53 32.3505 Q1237.98 32.3505 1235.19 34.0519 Q1232.43 35.7533 1232.43 39.156 Q1232.43 41.7486 1234.42 43.2475 Q1236.4 44.7058 1242.4 46.0426 L1244.95 46.6097 Q1252.89 48.3111 1256.21 51.4303 Q1259.58 54.509 1259.58 60.0587 Q1259.58 66.3781 1254.55 70.0644 Q1249.57 73.7508 1240.82 73.7508 Q1237.17 73.7508 1233.2 73.0216 Q1229.27 72.3329 1224.9 70.9151 L1224.9 63.2184 Q1229.03 65.3654 1233.04 66.4591 Q1237.05 67.5124 1240.98 67.5124 Q1246.25 67.5124 1249.08 65.73 Q1251.92 63.9071 1251.92 60.6258 Q1251.92 57.5877 1249.85 55.9673 Q1247.83 54.3469 1240.9 52.8481 L1238.31 52.2405 Q1231.38 50.7821 1228.3 47.7845 Q1225.22 44.7463 1225.22 39.4801 Q1225.22 33.0797 1229.76 29.5959 Q1234.3 26.1121 1242.64 26.1121 Q1246.77 26.1121 1250.42 26.7198 Q1254.07 27.3274 1257.14 28.5427 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip180)\" d=\"M 0 0 M1316.73 9.54393 L1316.73 15.7418 L1309.6 15.7418 Q1305.59 15.7418 1304.01 17.3622 Q1302.47 18.9825 1302.47 23.1955 L1302.47 27.2059 L1314.75 27.2059 L1314.75 32.9987 L1302.47 32.9987 L1302.47 72.576 L1294.98 72.576 L1294.98 32.9987 L1287.85 32.9987 L1287.85 27.2059 L1294.98 27.2059 L1294.98 24.0462 Q1294.98 16.471 1298.5 13.0277 Q1302.03 9.54393 1309.69 9.54393 L1316.73 9.54393 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip180)\" d=\"M 0 0 M1323.78 54.671 L1323.78 27.2059 L1331.24 27.2059 L1331.24 54.3874 Q1331.24 60.8284 1333.75 64.0691 Q1336.26 67.2693 1341.28 67.2693 Q1347.32 67.2693 1350.8 63.421 Q1354.33 59.5726 1354.33 52.9291 L1354.33 27.2059 L1361.78 27.2059 L1361.78 72.576 L1354.33 72.576 L1354.33 65.6084 Q1351.61 69.7404 1348.01 71.7658 Q1344.44 73.7508 1339.7 73.7508 Q1331.88 73.7508 1327.83 68.8897 Q1323.78 64.0286 1323.78 54.671 M1342.54 26.1121 L1342.54 26.1121 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip180)\" d=\"M 0 0 M1407.31 45.1919 L1407.31 72.576 L1399.86 72.576 L1399.86 45.4349 Q1399.86 38.994 1397.35 35.7938 Q1394.84 32.5936 1389.81 32.5936 Q1383.78 32.5936 1380.29 36.4419 Q1376.81 40.2903 1376.81 46.9338 L1376.81 72.576 L1369.31 72.576 L1369.31 27.2059 L1376.81 27.2059 L1376.81 34.2544 Q1379.48 30.163 1383.09 28.1376 Q1386.73 26.1121 1391.47 26.1121 Q1399.29 26.1121 1403.3 30.9732 Q1407.31 35.7938 1407.31 45.1919 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip180)\" d=\"M 0 0 M1447.78 28.9478 L1447.78 35.9153 Q1444.62 34.1734 1441.42 33.3227 Q1438.26 32.4315 1435.02 32.4315 Q1427.77 32.4315 1423.76 37.0496 Q1419.75 41.6271 1419.75 49.9314 Q1419.75 58.2358 1423.76 62.8538 Q1427.77 67.4314 1435.02 67.4314 Q1438.26 67.4314 1441.42 66.5807 Q1444.62 65.6895 1447.78 63.9476 L1447.78 70.8341 Q1444.66 72.2924 1441.3 73.0216 Q1437.98 73.7508 1434.21 73.7508 Q1423.96 73.7508 1417.93 67.3098 Q1411.89 60.8689 1411.89 49.9314 Q1411.89 38.832 1417.97 32.472 Q1424.08 26.1121 1434.7 26.1121 Q1438.14 26.1121 1441.42 26.8413 Q1444.7 27.5299 1447.78 28.9478 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip180)\" d=\"M 0 0 M1462.97 14.324 L1462.97 27.2059 L1478.32 27.2059 L1478.32 32.9987 L1462.97 32.9987 L1462.97 57.6282 Q1462.97 63.1779 1464.47 64.7578 Q1466.01 66.3376 1470.67 66.3376 L1478.32 66.3376 L1478.32 72.576 L1470.67 72.576 Q1462.04 72.576 1458.76 69.3758 Q1455.48 66.1351 1455.48 57.6282 L1455.48 32.9987 L1450.01 32.9987 L1450.01 27.2059 L1455.48 27.2059 L1455.48 14.324 L1462.97 14.324 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip180)\" d=\"M 0 0 M1486.14 27.2059 L1493.6 27.2059 L1493.6 72.576 L1486.14 72.576 L1486.14 27.2059 M1486.14 9.54393 L1493.6 9.54393 L1493.6 18.9825 L1486.14 18.9825 L1486.14 9.54393 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip180)\" d=\"M 0 0 M1519 32.4315 Q1513 32.4315 1509.52 37.1306 Q1506.03 41.7891 1506.03 49.9314 Q1506.03 58.0738 1509.48 62.7728 Q1512.96 67.4314 1519 67.4314 Q1524.95 67.4314 1528.43 62.7323 Q1531.92 58.0333 1531.92 49.9314 Q1531.92 41.8701 1528.43 37.1711 Q1524.95 32.4315 1519 32.4315 M1519 26.1121 Q1528.72 26.1121 1534.27 32.4315 Q1539.82 38.7509 1539.82 49.9314 Q1539.82 61.0714 1534.27 67.4314 Q1528.72 73.7508 1519 73.7508 Q1509.23 73.7508 1503.68 67.4314 Q1498.17 61.0714 1498.17 49.9314 Q1498.17 38.7509 1503.68 32.4315 Q1509.23 26.1121 1519 26.1121 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip180)\" d=\"M 0 0 M1585.35 45.1919 L1585.35 72.576 L1577.9 72.576 L1577.9 45.4349 Q1577.9 38.994 1575.38 35.7938 Q1572.87 32.5936 1567.85 32.5936 Q1561.81 32.5936 1558.33 36.4419 Q1554.85 40.2903 1554.85 46.9338 L1554.85 72.576 L1547.35 72.576 L1547.35 27.2059 L1554.85 27.2059 L1554.85 34.2544 Q1557.52 30.163 1561.12 28.1376 Q1564.77 26.1121 1569.51 26.1121 Q1577.33 26.1121 1581.34 30.9732 Q1585.35 35.7938 1585.35 45.1919 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><polyline clip-path=\"url(#clip182)\" style=\"stroke:#130a34; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
|
|
" 322.193,1106.38 320.253,1105.46 306.029,1098.26 300.09,1095.15 291.06,1090.13 279.928,1083.73 277.094,1082.01 264.204,1073.89 259.766,1070.98 252.199,1065.76 \n",
|
|
" 240.876,1057.64 239.603,1056.69 \n",
|
|
" \"/>\n",
|
|
"<polyline clip-path=\"url(#clip182)\" style=\"stroke:#130a34; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
|
|
" 973.494,1106.38 985.611,1100.43 989.779,1098.26 1004.84,1090.13 1005.77,1089.61 1018.63,1082.01 1025.94,1077.53 1031.56,1073.89 1043.65,1065.76 1046.1,1064.05 \n",
|
|
" 1054.81,1057.64 1065.41,1049.52 1066.26,1048.84 1075.12,1041.39 1084.37,1033.27 1086.42,1031.38 1092.89,1025.15 1100.91,1017.02 1106.59,1010.97 1108.44,1008.9 \n",
|
|
" 1115.34,1000.78 1121.85,992.655 1126.75,986.151 1127.92,984.532 1133.41,976.409 1138.54,968.285 1143.29,960.162 1146.91,953.439 1147.64,952.039 1151.48,943.916 \n",
|
|
" 1154.97,935.793 1158.1,927.669 1160.87,919.546 1163.29,911.423 1165.35,903.3 1167.05,895.177 1167.07,895.024 1168.34,887.053 1169.29,878.93 1169.89,870.807 \n",
|
|
" 1170.15,862.684 1170.06,854.561 1169.63,846.437 1168.86,838.314 1167.74,830.191 1167.07,826.503 1166.24,822.068 1164.36,813.944 1162.13,805.821 1159.53,797.698 \n",
|
|
" 1156.58,789.575 1153.27,781.452 1149.6,773.328 1146.91,767.895 1145.52,765.205 1140.96,757.082 1136.02,748.959 1130.71,740.836 1126.75,735.168 1124.96,732.712 \n",
|
|
" 1118.64,724.589 1111.94,716.466 1106.59,710.336 1104.77,708.343 1096.95,700.22 1088.73,692.096 1086.42,689.927 1079.8,683.973 1070.34,675.85 1066.26,672.498 \n",
|
|
" 1060.17,667.727 1049.35,659.604 1046.1,657.261 1037.66,651.48 1025.94,643.747 1025.31,643.357 1011.82,635.234 1005.77,631.722 997.374,627.111 985.611,620.874 \n",
|
|
" 981.835,618.988 965.449,611.074 964.987,610.864 946.472,602.741 945.286,602.237 926.107,594.618 925.124,594.239 904.962,587.016 903.389,586.495 884.799,580.517 \n",
|
|
" 877.534,578.372 864.637,574.671 847.719,570.248 844.475,569.423 824.312,564.798 811.25,562.125 804.15,560.711 783.987,557.183 763.825,554.142 762.721,554.002 \n",
|
|
" 743.663,551.65 723.5,549.636 703.338,548.096 683.176,547.03 663.013,546.437 642.851,546.319 622.688,546.674 602.526,547.503 582.364,548.807 562.201,550.584 \n",
|
|
" 542.039,552.835 533.404,554.002 521.876,555.602 501.714,558.887 484.4,562.125 481.552,562.673 461.389,567.048 448.155,570.248 441.227,571.971 421.065,577.499 \n",
|
|
" 418.154,578.372 400.902,583.693 392.53,586.495 380.74,590.559 369.824,594.618 360.577,598.162 349.442,602.741 340.415,606.572 330.941,610.864 320.253,615.868 \n",
|
|
" 313.986,618.988 300.09,626.142 298.314,627.111 283.934,635.234 279.928,637.58 270.589,643.357 259.766,650.308 258.032,651.48 246.481,659.604 239.603,664.639 \n",
|
|
" \n",
|
|
" \"/>\n",
|
|
"<polyline clip-path=\"url(#clip182)\" style=\"stroke:#240b4e; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
|
|
" 239.603,564.297 244.038,562.125 259.766,554.628 261.149,554.002 279.581,545.879 279.928,545.73 299.541,537.756 300.09,537.538 320.253,529.994 321.281,529.632 \n",
|
|
" 340.415,523.064 345.252,521.509 360.577,516.699 371.901,513.386 380.74,510.859 400.902,505.516 401.938,505.263 421.065,500.697 437.35,497.14 441.227,496.311 \n",
|
|
" 461.389,492.406 480.885,489.016 481.552,488.903 501.714,485.865 521.876,483.22 542.039,480.966 542.83,480.893 562.201,479.142 582.364,477.704 602.526,476.649 \n",
|
|
" 622.688,475.977 642.851,475.69 663.013,475.785 683.176,476.265 703.338,477.128 723.5,478.375 743.663,480.006 752.548,480.893 763.825,482.044 783.987,484.494 \n",
|
|
" 804.15,487.335 814.633,489.016 824.312,490.603 844.475,494.308 858.376,497.14 864.637,498.443 884.799,503.052 893.682,505.263 904.962,508.135 924.025,513.386 \n",
|
|
" 925.124,513.696 945.286,519.81 950.524,521.509 965.449,526.47 974.378,529.632 985.611,533.71 996.111,537.756 1005.77,541.573 1016.07,545.879 1025.94,550.11 \n",
|
|
" 1034.54,554.002 1046.1,559.373 1051.73,562.125 1066.26,569.423 1067.83,570.248 1082.81,578.372 1086.42,580.384 1096.88,586.495 1106.59,592.331 1110.22,594.618 \n",
|
|
" 1122.76,602.741 1126.75,605.411 1134.56,610.864 1145.84,618.988 1146.91,619.789 1156.34,627.111 1166.45,635.234 1167.07,635.75 1175.86,643.357 1184.89,651.48 \n",
|
|
" 1187.24,653.671 1193.35,659.604 1201.39,667.727 1207.4,674.057 1209.04,675.85 1216.16,683.973 1222.95,692.096 1227.56,697.876 1229.36,700.22 1235.31,708.343 \n",
|
|
" 1240.95,716.466 1246.28,724.589 1247.72,726.929 1251.18,732.712 1255.73,740.836 1259.99,748.959 1263.95,757.082 1267.61,765.205 1267.88,765.879 1270.87,773.328 \n",
|
|
" 1273.83,781.452 1276.51,789.575 1278.89,797.698 1280.99,805.821 1282.79,813.944 1284.31,822.068 1285.54,830.191 1286.48,838.314 1287.13,846.437 1287.49,854.561 \n",
|
|
" 1287.56,862.684 1287.35,870.807 1286.84,878.93 1286.05,887.053 1284.96,895.177 1283.59,903.3 1281.93,911.423 1279.97,919.546 1277.73,927.669 1275.2,935.793 \n",
|
|
" 1272.39,943.916 1269.28,952.039 1267.88,955.369 1265.81,960.162 1262.01,968.285 1257.9,976.409 1253.49,984.532 1248.79,992.655 1247.72,994.386 1243.65,1000.78 \n",
|
|
" 1238.17,1008.9 1232.38,1017.02 1227.56,1023.44 1226.23,1025.15 1219.59,1033.27 1212.64,1041.39 1207.4,1047.24 1205.29,1049.52 1197.41,1057.64 1189.2,1065.76 \n",
|
|
" 1187.24,1067.64 1180.42,1073.89 1171.21,1082.01 1167.07,1085.53 1161.44,1090.13 1151.16,1098.26 1146.91,1101.5 1140.25,1106.38 \n",
|
|
" \"/>\n",
|
|
"<polyline clip-path=\"url(#clip182)\" style=\"stroke:#390962; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
|
|
" 1263.38,1106.38 1267.88,1102.26 1272.12,1098.26 1280.43,1090.13 1288.05,1082.43 1288.44,1082.01 1295.94,1073.89 1303.15,1065.76 1308.21,1059.84 1310.03,1057.64 \n",
|
|
" 1316.48,1049.52 1322.67,1041.39 1328.37,1033.55 1328.57,1033.27 1334.05,1025.15 1339.26,1017.02 1344.2,1008.9 1348.53,1001.39 1348.87,1000.78 1353.17,992.655 \n",
|
|
" 1357.2,984.532 1360.99,976.409 1364.51,968.285 1367.78,960.162 1368.7,957.684 1370.73,952.039 1373.41,943.916 1375.84,935.793 1378.02,927.669 1379.95,919.546 \n",
|
|
" 1381.64,911.423 1383.07,903.3 1384.25,895.177 1385.19,887.053 1385.87,878.93 1386.31,870.807 1386.5,862.684 1386.43,854.561 1386.12,846.437 1385.56,838.314 \n",
|
|
" 1384.75,830.191 1383.69,822.068 1382.38,813.944 1380.83,805.821 1379.02,797.698 1376.96,789.575 1374.66,781.452 1372.1,773.328 1369.3,765.205 1368.7,763.603 \n",
|
|
" 1366.18,757.082 1362.78,748.959 1359.13,740.836 1355.22,732.712 1351.05,724.589 1348.53,719.962 1346.58,716.466 1341.76,708.343 1336.68,700.22 1331.34,692.096 \n",
|
|
" 1328.37,687.794 1325.66,683.973 1319.61,675.85 1313.29,667.727 1308.21,661.461 1306.66,659.604 1299.58,651.48 1292.23,643.357 1288.05,638.909 1284.48,635.234 \n",
|
|
" 1276.31,627.111 1267.88,619.014 1267.86,618.988 1258.82,610.864 1249.49,602.741 1247.72,601.253 1239.59,594.618 1229.31,586.495 1227.56,585.147 1218.42,578.372 \n",
|
|
" 1207.4,570.428 1207.14,570.248 1195.12,562.125 1187.24,556.939 1182.6,554.002 1169.43,545.879 1167.07,544.459 1155.48,537.756 1146.91,532.921 1140.84,529.632 \n",
|
|
" 1126.75,522.185 1125.41,521.509 1109,513.386 1106.59,512.221 1091.54,505.263 1086.42,502.949 1072.97,497.14 1066.26,494.308 1053.11,489.016 1046.1,486.257 \n",
|
|
" 1031.76,480.893 1025.94,478.758 1008.69,472.77 1005.77,471.778 985.611,465.297 983.463,464.647 965.449,459.303 955.465,456.524 945.286,453.746 925.124,448.606 \n",
|
|
" 924.257,448.4 904.962,443.915 888.031,440.277 884.799,439.596 864.637,435.693 844.571,432.154 844.475,432.137 824.312,428.988 804.15,426.18 786.592,424.031 \n",
|
|
" 783.987,423.718 763.825,421.629 743.663,419.875 723.5,418.455 703.338,417.369 683.176,416.617 663.013,416.2 642.851,416.116 622.688,416.367 602.526,416.951 \n",
|
|
" 582.364,417.87 562.201,419.123 542.039,420.711 521.876,422.632 509.372,424.031 501.714,424.903 481.552,427.542 461.389,430.52 451.465,432.154 441.227,433.872 \n",
|
|
" 421.065,437.601 407.828,440.277 400.902,441.705 380.74,446.214 371.678,448.4 360.577,451.131 340.415,456.452 340.161,456.524 320.253,462.248 312.406,464.647 \n",
|
|
" 300.09,468.491 287.152,472.77 279.928,475.21 263.998,480.893 259.766,482.436 242.625,489.016 239.603,490.202 \n",
|
|
" \"/>\n",
|
|
"<polyline clip-path=\"url(#clip182)\" style=\"stroke:#4b0c6b; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
|
|
" 239.603,428.648 253.449,424.031 259.766,421.963 279.254,415.907 279.928,415.702 300.09,409.878 307.773,407.784 320.253,404.443 339.25,399.661 340.415,399.373 \n",
|
|
" 360.577,394.703 375.233,391.538 380.74,390.369 400.902,386.402 417.372,383.415 421.065,382.756 441.227,379.467 461.389,376.484 470.375,375.291 481.552,373.832 \n",
|
|
" 501.714,371.5 521.876,369.47 542.039,367.74 550.099,367.168 562.201,366.324 582.364,365.215 602.526,364.401 622.688,363.883 642.851,363.661 663.013,363.735 \n",
|
|
" 683.176,364.105 703.338,364.771 723.5,365.733 743.663,366.99 745.971,367.168 763.825,368.567 783.987,370.447 804.15,372.629 824.312,375.111 825.621,375.291 \n",
|
|
" 844.475,377.938 864.637,381.074 878.351,383.415 884.799,384.534 904.962,388.346 920.567,391.538 925.124,392.486 945.286,396.998 956.406,399.661 965.449,401.865 \n",
|
|
" 985.611,407.102 988.086,407.784 1005.77,412.749 1016.41,415.907 1025.94,418.789 1042.37,424.031 1046.1,425.244 1066.26,432.137 1066.31,432.154 1086.42,439.509 \n",
|
|
" 1088.43,440.277 1106.59,447.364 1109.13,448.4 1126.75,455.73 1128.58,456.524 1146.91,464.64 1146.93,464.647 1164.19,472.77 1167.07,474.154 1180.56,480.893 \n",
|
|
" 1187.24,484.297 1196.14,489.016 1207.4,495.109 1211.01,497.14 1225.17,505.263 1227.56,506.668 1238.61,513.386 1247.72,519.058 1251.53,521.509 1263.85,529.632 \n",
|
|
" 1267.88,532.358 1275.62,537.756 1286.97,545.879 1288.05,546.673 1297.72,554.002 1308.15,562.125 1308.21,562.171 1318,570.248 1327.58,578.372 1328.37,579.06 \n",
|
|
" 1336.64,586.495 1345.41,594.618 1348.53,597.599 1353.77,602.741 1361.78,610.864 1368.7,618.114 1369.51,618.988 1376.8,627.111 1383.84,635.234 1388.86,641.237 \n",
|
|
" 1390.58,643.357 1396.95,651.48 1403.08,659.604 1408.96,667.727 1409.02,667.818 1414.45,675.85 1419.71,683.973 1424.73,692.096 1429.18,699.665 1429.5,700.22 \n",
|
|
" 1433.93,708.343 1438.13,716.466 1442.11,724.589 1445.85,732.712 1449.35,740.812 1449.36,740.836 1452.55,748.959 1455.53,757.082 1458.28,765.205 1460.8,773.328 \n",
|
|
" 1463.11,781.452 1465.18,789.575 1467.03,797.698 1468.66,805.821 1469.51,810.726 1470.05,813.944 1471.2,822.068 1472.13,830.191 1472.84,838.314 1473.34,846.437 \n",
|
|
" 1473.61,854.561 1473.66,862.684 1473.5,870.807 1473.12,878.93 1472.51,887.053 1471.69,895.177 1470.65,903.3 1469.51,910.684 1469.39,911.423 1467.88,919.546 \n",
|
|
" 1466.14,927.669 1464.17,935.793 1461.98,943.916 1459.57,952.039 1456.93,960.162 1454.07,968.285 1450.98,976.409 1449.35,980.426 1447.63,984.532 1444,992.655 \n",
|
|
" 1440.15,1000.78 1436.06,1008.9 1431.75,1017.02 1429.18,1021.6 1427.15,1025.15 1422.25,1033.27 1417.11,1041.39 1411.73,1049.52 1409.02,1053.45 1406.05,1057.64 \n",
|
|
" 1400.04,1065.76 1393.8,1073.89 1388.86,1080.07 1387.27,1082.01 1380.35,1090.13 1373.18,1098.26 1368.7,1103.17 1365.69,1106.38 \n",
|
|
" \"/>\n",
|
|
"<polyline clip-path=\"url(#clip182)\" style=\"stroke:#5f126e; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
|
|
" 1455.1,1106.38 1461.78,1098.26 1468.23,1090.13 1469.51,1088.47 1474.34,1082.01 1480.2,1073.89 1485.84,1065.76 1489.67,1060.03 1491.22,1057.64 1496.3,1049.52 \n",
|
|
" 1501.17,1041.39 1505.82,1033.27 1509.83,1025.92 1510.25,1025.15 1514.37,1017.02 1518.29,1008.9 1522,1000.78 1525.5,992.655 1528.79,984.532 1530,981.349 \n",
|
|
" 1531.83,976.409 1534.63,968.285 1537.24,960.162 1539.64,952.039 1541.83,943.916 1543.82,935.793 1545.61,927.669 1547.19,919.546 1548.57,911.423 1549.74,903.3 \n",
|
|
" 1550.16,899.838 1550.7,895.177 1551.45,887.053 1552,878.93 1552.35,870.807 1552.5,862.684 1552.45,854.561 1552.2,846.437 1551.75,838.314 1551.1,830.191 \n",
|
|
" 1550.25,822.068 1550.16,821.331 1549.18,813.944 1547.91,805.821 1546.43,797.698 1544.74,789.575 1542.85,781.452 1540.76,773.328 1538.46,765.205 1535.96,757.082 \n",
|
|
" 1533.26,748.959 1530.35,740.836 1530,739.919 1527.17,732.712 1523.77,724.589 1520.17,716.466 1516.36,708.343 1512.34,700.22 1509.83,695.412 1508.07,692.096 \n",
|
|
" 1503.52,683.973 1498.76,675.85 1493.79,667.727 1489.67,661.273 1488.58,659.604 1483.05,651.48 1477.3,643.357 1471.33,635.234 1469.51,632.843 1465.03,627.111 \n",
|
|
" 1458.47,618.988 1451.68,610.864 1449.35,608.165 1444.54,602.741 1437.12,594.618 1429.46,586.495 1429.18,586.205 1421.38,578.372 1413.06,570.248 1409.02,566.422 \n",
|
|
" 1404.37,562.125 1395.34,554.002 1388.86,548.331 1385.98,545.879 1376.2,537.756 1368.7,531.682 1366.09,529.632 1355.52,521.509 1348.53,516.269 1344.58,513.386 \n",
|
|
" 1333.17,505.263 1328.37,501.924 1321.29,497.14 1308.99,489.016 1308.21,488.51 1296.06,480.893 1288.05,475.976 1282.65,472.77 1268.7,464.647 1267.88,464.179 \n",
|
|
" 1254.02,456.524 1247.72,453.115 1238.71,448.4 1227.56,442.677 1222.72,440.277 1207.4,432.83 1205.96,432.154 1188.3,424.031 1187.24,423.55 1169.67,415.907 \n",
|
|
" 1167.07,414.799 1150,407.784 1146.91,406.538 1129.17,399.661 1126.75,398.739 1107.02,391.538 1106.59,391.38 1086.42,384.456 1083.25,383.415 1066.26,377.937 \n",
|
|
" 1057.65,375.291 1046.1,371.801 1029.97,367.168 1025.94,366.028 1005.77,360.627 999.525,359.045 985.611,355.579 965.769,350.922 965.449,350.848 945.286,346.477 \n",
|
|
" 927.125,342.799 925.124,342.4 904.962,338.661 884.799,335.205 881.434,334.675 864.637,332.072 844.475,329.224 824.312,326.654 823.413,326.552 804.15,324.396 \n",
|
|
" 783.987,322.412 763.825,320.702 743.663,319.265 729.164,318.429 723.5,318.107 703.338,317.231 683.176,316.625 663.013,316.288 642.851,316.22 622.688,316.423 \n",
|
|
" 602.526,316.894 582.364,317.635 566.535,318.429 562.201,318.65 542.039,319.949 521.876,321.523 501.714,323.369 481.552,325.49 472.606,326.552 461.389,327.905 \n",
|
|
" 441.227,330.613 421.065,333.6 414.42,334.675 400.902,336.898 380.74,340.495 368.768,342.799 360.577,344.399 340.415,348.627 330.163,350.922 320.253,353.176 \n",
|
|
" 300.09,358.054 296.224,359.045 279.928,363.291 265.839,367.168 259.766,368.868 239.603,374.81 \n",
|
|
" \"/>\n",
|
|
"<polyline clip-path=\"url(#clip182)\" style=\"stroke:#72196d; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
|
|
" 239.603,326.379 259.766,320.975 269.772,318.429 279.928,315.883 300.09,311.099 303.631,310.306 320.253,306.638 340.415,302.455 341.818,302.183 360.577,298.59 \n",
|
|
" 380.74,294.991 386.368,294.059 400.902,291.688 421.065,288.656 440.832,285.936 441.227,285.883 461.389,283.402 481.552,281.176 501.714,279.204 518.049,277.813 \n",
|
|
" 521.876,277.492 542.039,276.049 562.201,274.857 582.364,273.916 602.526,273.226 622.688,272.787 642.851,272.599 663.013,272.662 683.176,272.975 703.338,273.54 \n",
|
|
" 723.5,274.355 743.663,275.422 763.825,276.739 777.637,277.813 783.987,278.314 804.15,280.158 824.312,282.257 844.475,284.611 854.724,285.936 864.637,287.237 \n",
|
|
" 884.799,290.14 904.962,293.3 909.437,294.059 925.124,296.758 945.286,300.488 953.846,302.183 965.449,304.514 985.611,308.83 992.108,310.306 1005.77,313.457 \n",
|
|
" 1025.94,318.377 1026.14,318.429 1046.1,323.643 1056.69,326.552 1066.26,329.224 1084.88,334.675 1086.42,335.134 1106.59,341.412 1110.85,342.799 1126.75,348.053 \n",
|
|
" 1135.07,350.922 1146.91,355.069 1157.81,359.045 1167.07,362.477 1179.25,367.168 1187.24,370.296 1199.52,375.291 1207.4,378.549 1218.75,383.415 1227.56,387.257 \n",
|
|
" 1237.04,391.538 1247.72,396.443 1254.5,399.661 1267.88,406.135 1271.19,407.784 1287.16,415.907 1288.05,416.366 1302.39,424.031 1308.21,427.2 1317.03,432.154 \n",
|
|
" 1328.37,438.641 1331.15,440.277 1344.67,448.4 1348.53,450.769 1357.66,456.524 1368.7,463.627 1370.24,464.647 1382.26,472.77 1388.86,477.319 1393.9,480.893 \n",
|
|
" 1405.12,489.016 1409.02,491.904 1415.91,497.14 1426.36,505.263 1429.18,507.505 1436.39,513.386 1446.12,521.509 1449.35,524.271 1455.46,529.632 1464.49,537.756 \n",
|
|
" 1469.51,542.38 1473.21,545.879 1481.59,554.002 1489.67,562.048 1489.75,562.125 1497.5,570.248 1505.04,578.372 1509.83,583.691 1512.3,586.495 1519.25,594.618 \n",
|
|
" 1525.99,602.741 1530,607.73 1532.46,610.864 1538.63,618.988 1544.61,627.111 1550.16,634.928 1550.37,635.234 1555.81,643.357 1561.05,651.48 1566.09,659.604 \n",
|
|
" 1570.32,666.692 1570.92,667.727 1575.47,675.85 1579.81,683.973 1583.96,692.096 1587.92,700.22 1590.48,705.756 1591.65,708.343 1595.14,716.466 1598.44,724.589 \n",
|
|
" 1601.55,732.712 1604.47,740.836 1607.19,748.959 1609.73,757.082 1610.64,760.27 1612.04,765.205 1614.15,773.328 1616.06,781.452 1617.8,789.575 1619.34,797.698 \n",
|
|
" 1620.7,805.821 1621.87,813.944 1622.85,822.068 1623.65,830.191 1624.26,838.314 1624.68,846.437 1624.91,854.561 1624.96,862.684 1624.82,870.807 1624.49,878.93 \n",
|
|
" 1623.98,887.053 1623.27,895.177 1622.38,903.3 1621.31,911.423 1620.04,919.546 1618.59,927.669 1616.95,935.793 1615.13,943.916 1613.12,952.039 1610.91,960.162 \n",
|
|
" 1610.64,961.081 1608.48,968.285 1605.85,976.409 1603.03,984.532 1600.02,992.655 1596.82,1000.78 1593.42,1008.9 1590.48,1015.57 1589.82,1017.02 1585.97,1025.15 \n",
|
|
" 1581.91,1033.27 1577.66,1041.39 1573.22,1049.52 1570.32,1054.59 1568.54,1057.64 1563.6,1065.76 1558.46,1073.89 1553.12,1082.01 1550.16,1086.35 1547.52,1090.13 \n",
|
|
" 1541.65,1098.26 1535.57,1106.38 \n",
|
|
" \"/>\n",
|
|
"<polyline clip-path=\"url(#clip182)\" style=\"stroke:#83206b; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
|
|
" 1609.36,1106.38 1610.64,1104.55 1614.96,1098.26 1620.34,1090.13 1625.54,1082.01 1630.55,1073.89 1630.81,1073.45 1635.28,1065.76 1639.82,1057.64 1644.17,1049.52 \n",
|
|
" 1648.35,1041.39 1650.97,1036.06 1652.31,1033.27 1656.04,1025.15 1659.59,1017.02 1662.96,1008.9 1666.16,1000.78 1669.17,992.655 1671.13,987.02 1671.98,984.532 \n",
|
|
" 1674.58,976.409 1677.01,968.285 1679.25,960.162 1681.33,952.039 1683.22,943.916 1684.94,935.793 1686.48,927.669 1687.85,919.546 1689.04,911.423 1690.05,903.3 \n",
|
|
" 1690.89,895.177 1691.29,890.213 1691.55,887.053 1692.02,878.93 1692.32,870.807 1692.45,862.684 1692.41,854.561 1692.2,846.437 1691.81,838.314 1691.29,830.919 \n",
|
|
" 1691.24,830.191 1690.49,822.068 1689.57,813.944 1688.47,805.821 1687.19,797.698 1685.73,789.575 1684.1,781.452 1682.3,773.328 1680.31,765.205 1678.15,757.082 \n",
|
|
" 1675.82,748.959 1673.3,740.836 1671.13,734.271 1670.61,732.712 1667.68,724.589 1664.58,716.466 1661.3,708.343 1657.84,700.22 1654.2,692.096 1650.97,685.232 \n",
|
|
" 1650.37,683.973 1646.28,675.85 1642.02,667.727 1637.57,659.604 1632.94,651.48 1630.81,647.888 1628.07,643.357 1622.96,635.234 1617.67,627.111 1612.2,618.988 \n",
|
|
" 1610.64,616.764 1606.44,610.864 1600.47,602.741 1594.3,594.618 1590.48,589.739 1587.89,586.495 1581.2,578.372 1574.31,570.248 1570.32,565.671 1567.16,562.125 \n",
|
|
" 1559.72,554.002 1552.09,545.879 1550.16,543.881 1544.11,537.756 1535.9,529.632 1530,523.941 1527.42,521.509 1518.59,513.386 1509.83,505.514 1509.55,505.263 \n",
|
|
" 1500.08,497.14 1490.41,489.016 1489.67,488.411 1480.29,480.893 1469.95,472.77 1469.51,472.434 1459.12,464.647 1449.35,457.462 1448.04,456.524 1436.47,448.4 \n",
|
|
" 1429.18,443.384 1424.55,440.277 1412.21,432.154 1409.02,430.094 1399.38,424.031 1388.86,417.535 1386.15,415.907 1372.38,407.784 1368.7,405.651 1358.06,399.661 \n",
|
|
" 1348.53,394.385 1343.24,391.538 1328.37,383.678 1327.86,383.415 1311.76,375.291 1308.21,373.531 1294.99,367.168 1288.05,363.882 1277.5,359.045 1267.88,354.705 \n",
|
|
" 1259.23,350.922 1247.72,345.975 1240.08,342.799 1227.56,337.673 1219.98,334.675 1207.4,329.779 1198.8,326.552 1187.24,322.275 1176.44,318.429 1167.07,315.142 \n",
|
|
" 1152.75,310.306 1146.91,308.365 1127.56,302.183 1126.75,301.928 1106.59,295.842 1100.42,294.059 1086.42,290.075 1071.21,285.936 1066.26,284.61 1046.1,279.459 \n",
|
|
" 1039.32,277.813 1025.94,274.606 1005.77,270.027 1004.2,269.69 985.611,265.754 965.449,261.732 964.563,261.567 945.286,258.007 925.124,254.528 918.363,253.443 \n",
|
|
" 904.962,251.322 884.799,248.371 864.637,245.661 861.854,245.32 844.475,243.22 824.312,241.021 804.15,239.059 783.987,237.336 782.103,237.197 763.825,235.867 \n",
|
|
" 743.663,234.636 723.5,233.638 703.338,232.876 683.176,232.348 663.013,232.054 642.851,231.996 622.688,232.172 602.526,232.582 582.364,233.228 562.201,234.108 \n",
|
|
" 542.039,235.222 521.876,236.571 513.914,237.197 501.714,238.168 481.552,240.01 461.389,242.091 441.227,244.408 434.034,245.32 421.065,246.986 400.902,249.816 \n",
|
|
" 380.74,252.888 377.357,253.443 360.577,256.237 340.415,259.838 331.352,261.567 320.253,263.712 300.09,267.857 291.679,269.69 279.928,272.285 259.766,276.99 \n",
|
|
" 256.415,277.813 239.603,282.003 \n",
|
|
" \"/>\n",
|
|
"<polyline clip-path=\"url(#clip182)\" style=\"stroke:#962666; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
|
|
" 239.603,240.783 255.002,237.197 259.766,236.102 279.928,231.702 292.651,229.074 300.09,227.557 320.253,223.676 335.316,220.951 340.415,220.04 360.577,216.666 \n",
|
|
" 380.74,213.521 385.533,212.827 400.902,210.632 421.065,207.978 441.227,205.55 448.967,204.704 461.389,203.364 481.552,201.412 501.714,199.683 521.876,198.177 \n",
|
|
" 542.039,196.894 547.994,196.581 562.201,195.843 582.364,195.017 602.526,194.411 622.688,194.025 642.851,193.86 663.013,193.915 683.176,194.19 703.338,194.686 \n",
|
|
" 723.5,195.403 743.663,196.339 747.875,196.581 763.825,197.508 783.987,198.902 804.15,200.519 824.312,202.36 844.475,204.424 846.947,204.704 864.637,206.736 \n",
|
|
" 884.799,209.277 904.962,212.044 910.241,212.827 925.124,215.065 945.286,218.324 960.468,220.951 965.449,221.823 985.611,225.588 1003.2,229.074 1005.77,229.59 \n",
|
|
" 1025.94,233.873 1040.77,237.197 1046.1,238.405 1066.26,243.22 1074.64,245.32 1086.42,248.311 1105.73,253.443 1106.59,253.673 1126.75,259.35 1134.3,261.567 \n",
|
|
" 1146.91,265.321 1161.01,269.69 1167.07,271.595 1186.11,277.813 1187.24,278.186 1207.4,285.119 1209.69,285.936 1227.56,292.397 1232,294.059 1247.72,300.03 \n",
|
|
" 1253.2,302.183 1267.88,308.032 1273.41,310.306 1288.05,316.422 1292.7,318.429 1308.21,325.216 1311.17,326.552 1328.37,334.432 1328.89,334.675 1345.84,342.799 \n",
|
|
" 1348.53,344.112 1362.12,350.922 1368.7,354.268 1377.82,359.045 1388.86,364.918 1392.97,367.168 1407.59,375.291 1409.02,376.101 1421.62,383.415 1429.18,387.879 \n",
|
|
" 1435.22,391.538 1448.4,399.661 1449.35,400.253 1461.05,407.784 1469.51,413.322 1473.36,415.907 1485.24,424.031 1489.67,427.115 1496.73,432.154 1507.91,440.277 \n",
|
|
" 1509.83,441.703 1518.66,448.4 1529.16,456.524 1530,457.185 1539.23,464.647 1549.08,472.77 1550.16,473.674 1558.54,480.893 1567.78,489.016 1570.32,491.302 \n",
|
|
" 1576.67,497.14 1585.32,505.263 1590.48,510.229 1593.7,513.386 1601.78,521.509 1609.66,529.632 1610.64,530.668 1617.22,537.756 1624.57,545.879 1630.81,552.951 \n",
|
|
" 1631.72,554.002 1638.55,562.125 1645.2,570.248 1650.97,577.497 1651.65,578.372 1657.81,586.495 1663.79,594.618 1669.59,602.741 1671.13,604.973 1675.13,610.864 \n",
|
|
" 1680.46,618.988 1685.62,627.111 1690.6,635.234 1691.29,636.412 1695.32,643.357 1699.86,651.48 1704.23,659.604 1708.42,667.727 1711.46,673.858 1712.42,675.85 \n",
|
|
" 1716.2,683.973 1719.81,692.096 1723.24,700.22 1726.51,708.343 1729.6,716.466 1731.62,722.059 1732.51,724.589 1735.22,732.712 1737.76,740.836 1740.13,748.959 \n",
|
|
" 1742.34,757.082 1744.38,765.205 1746.25,773.328 1747.96,781.452 1749.5,789.575 1750.88,797.698 1751.78,803.791 1752.08,805.821 1753.1,813.944 1753.96,822.068 \n",
|
|
" 1754.65,830.191 1755.19,838.314 1755.55,846.437 1755.76,854.561 1755.8,862.684 1755.68,870.807 1755.39,878.93 1754.94,887.053 1754.33,895.177 1753.55,903.3 \n",
|
|
" 1752.61,911.423 1751.78,917.515 1751.5,919.546 1750.21,927.669 1748.75,935.793 1747.13,943.916 1745.34,952.039 1743.38,960.162 1741.26,968.285 1738.97,976.409 \n",
|
|
" 1736.51,984.532 1733.89,992.655 1731.62,999.261 1731.09,1000.78 1728.08,1008.9 1724.9,1017.02 1721.54,1025.15 1718.02,1033.27 1714.33,1041.39 1711.46,1047.45 \n",
|
|
" 1710.45,1049.52 1706.35,1057.64 1702.07,1065.76 1697.61,1073.89 1692.99,1082.01 1691.29,1084.88 1688.13,1090.13 1683.06,1098.26 1677.82,1106.38 \n",
|
|
" \"/>\n",
|
|
"<polyline clip-path=\"url(#clip182)\" style=\"stroke:#a72d5f; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
|
|
" 1742.02,1106.38 1746.98,1098.26 1751.77,1090.13 1751.78,1090.1 1756.3,1082.01 1760.68,1073.89 1764.89,1065.76 1768.94,1057.64 1771.94,1051.35 1772.8,1049.52 \n",
|
|
" 1776.46,1041.39 1779.95,1033.27 1783.29,1025.15 1786.46,1017.02 1789.47,1008.9 1792.11,1001.39 1792.32,1000.78 1794.96,992.655 1797.45,984.532 1799.77,976.409 \n",
|
|
" 1801.94,968.285 1803.96,960.162 1805.81,952.039 1807.51,943.916 1809.05,935.793 1810.43,927.669 1811.65,919.546 1812.27,914.832 1812.71,911.423 1813.6,903.3 \n",
|
|
" 1814.34,895.177 1814.92,887.053 1815.35,878.93 1815.62,870.807 1815.73,862.684 1815.69,854.561 1815.5,846.437 1815.15,838.314 1814.65,830.191 1813.99,822.068 \n",
|
|
" 1813.17,813.944 1812.27,806.364 1812.2,805.821 1811.06,797.698 1809.76,789.575 1808.3,781.452 1806.68,773.328 1804.9,765.205 1802.97,757.082 1800.88,748.959 \n",
|
|
" 1798.63,740.836 1796.22,732.712 1793.66,724.589 1792.11,719.957 1790.92,716.466 1787.98,708.343 1784.89,700.22 1781.64,692.096 1778.23,683.973 1774.65,675.85 \n",
|
|
" 1771.94,669.959 1770.9,667.727 1766.93,659.604 1762.8,651.48 1758.51,643.357 1754.06,635.234 1751.78,631.237 1749.39,627.111 1744.52,618.988 1739.48,610.864 \n",
|
|
" 1734.28,602.741 1731.62,598.721 1728.86,594.618 1723.21,586.495 1717.4,578.372 1711.46,570.297 1711.42,570.248 1705.15,562.125 1698.71,554.002 1692.1,545.879 \n",
|
|
" 1691.29,544.919 1685.19,537.756 1678.1,529.632 1671.13,521.853 1670.82,521.509 1663.22,513.386 1655.44,505.263 1650.97,500.694 1647.42,497.14 1639.12,489.016 \n",
|
|
" 1630.81,481.062 1630.63,480.893 1621.78,472.77 1612.74,464.647 1610.64,462.798 1603.37,456.524 1593.76,448.4 1590.48,445.682 1583.82,440.277 1573.61,432.154 \n",
|
|
" 1570.32,429.582 1563.05,424.031 1552.22,415.907 1550.16,414.388 1540.99,407.784 1530,400.011 1529.49,399.661 1517.53,391.538 1509.83,386.4 1505.25,383.415 \n",
|
|
" 1492.58,375.291 1489.67,373.455 1479.46,367.168 1469.51,361.144 1465.96,359.045 1451.98,350.922 1449.35,349.414 1437.49,342.799 1429.18,338.237 1422.53,334.675 \n",
|
|
" 1409.02,327.556 1407.06,326.552 1391,318.429 1388.86,317.365 1374.29,310.306 1368.7,307.634 1356.96,302.183 1348.53,298.328 1338.93,294.059 1328.37,289.429 \n",
|
|
" 1320.16,285.936 1308.21,280.921 1300.57,277.813 1288.05,272.787 1280.08,269.69 1267.88,265.011 1258.61,261.567 1247.72,257.579 1236.04,253.443 1227.56,250.478 \n",
|
|
" 1212.28,245.32 1207.4,243.695 1187.24,237.217 1187.17,237.197 1167.07,231.057 1160.32,229.074 1146.91,225.182 1131.72,220.951 1126.75,219.582 1106.59,214.264 \n",
|
|
" 1100.89,212.827 1086.42,209.22 1067.45,204.704 1066.26,204.424 1046.1,199.906 1030.49,196.581 1025.94,195.623 1005.77,191.601 989.105,188.458 985.611,187.807 \n",
|
|
" 965.449,184.269 945.286,180.948 941.301,180.335 925.124,177.875 904.962,175.024 884.799,172.388 883.327,172.211 864.637,169.994 844.475,167.814 824.312,165.848 \n",
|
|
" 804.15,164.093 804.083,164.088 783.987,162.57 763.825,161.256 743.663,160.153 723.5,159.259 703.338,158.576 683.176,158.103 663.013,157.841 642.851,157.788 \n",
|
|
" 622.688,157.946 602.526,158.314 582.364,158.892 562.201,159.68 542.039,160.678 521.876,161.886 501.714,163.305 492.021,164.088 481.552,164.944 461.389,166.804 \n",
|
|
" 441.227,168.878 421.065,171.163 412.608,172.211 400.902,173.679 380.74,176.422 360.577,179.381 354.518,180.335 340.415,182.581 320.253,186.01 306.724,188.458 \n",
|
|
" 300.09,189.672 279.928,193.584 265.306,196.581 259.766,197.73 239.603,202.137 \n",
|
|
" \"/>\n",
|
|
"<polyline clip-path=\"url(#clip182)\" style=\"stroke:#ba3655; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
|
|
" 239.603,165.635 247.028,164.088 259.766,161.466 279.928,157.525 288.361,155.965 300.09,153.82 320.253,150.34 335.644,147.842 340.415,147.076 360.577,144.046 \n",
|
|
" 380.74,141.222 392.316,139.719 400.902,138.616 421.065,136.229 441.227,134.046 461.389,132.066 466.724,131.595 481.552,130.303 501.714,128.746 521.876,127.391 \n",
|
|
" 542.039,126.236 562.201,125.282 582.364,124.528 602.526,123.976 622.688,123.624 642.851,123.474 663.013,123.524 683.176,123.775 703.338,124.227 723.5,124.88 \n",
|
|
" 743.663,125.733 763.825,126.788 783.987,128.043 804.15,129.499 824.312,131.157 829.074,131.595 844.475,133.03 864.637,135.112 884.799,137.397 903.612,139.719 \n",
|
|
" 904.962,139.887 925.124,142.609 945.286,145.536 960.13,147.842 965.449,148.678 985.611,152.054 1005.77,155.638 1007.51,155.965 1025.94,159.469 1046.1,163.515 \n",
|
|
" 1048.81,164.088 1066.26,167.814 1085.88,172.211 1086.42,172.334 1106.59,177.121 1119.54,180.335 1126.75,182.145 1146.91,187.426 1150.7,188.458 1167.07,192.978 \n",
|
|
" 1179.63,196.581 1187.24,198.79 1206.85,204.704 1207.4,204.872 1227.56,211.253 1232.36,212.827 1247.72,217.923 1256.54,220.951 1267.88,224.892 1279.53,229.074 \n",
|
|
" 1288.05,232.171 1301.44,237.197 1308.21,239.772 1322.36,245.32 1328.37,247.708 1342.39,253.443 1348.53,255.992 1361.59,261.567 1368.7,264.64 1380.05,269.69 \n",
|
|
" 1388.86,273.665 1397.81,277.813 1409.02,283.083 1414.93,285.936 1429.18,292.913 1431.47,294.059 1447.41,302.183 1449.35,303.185 1462.78,310.306 1469.51,313.928 \n",
|
|
" 1477.67,318.429 1489.67,325.147 1492.12,326.552 1506.08,334.675 1509.83,336.897 1519.58,342.799 1530,349.199 1532.73,350.922 1545.45,359.045 1550.16,362.106 \n",
|
|
" 1557.78,367.168 1569.81,375.291 1570.32,375.642 1581.4,383.415 1590.48,389.901 1592.73,391.538 1603.67,399.661 1610.64,404.925 1614.35,407.784 1624.7,415.907 \n",
|
|
" 1630.81,420.792 1634.78,424.031 1644.54,432.154 1650.97,437.599 1654.07,440.277 1663.28,448.4 1671.13,455.458 1672.29,456.524 1680.98,464.647 1689.48,472.77 \n",
|
|
" 1691.29,474.536 1697.69,480.893 1705.69,489.016 1711.46,495.007 1713.47,497.14 1720.98,505.263 1728.32,513.386 1731.62,517.125 1735.42,521.509 1742.29,529.632 \n",
|
|
" 1748.99,537.756 1751.78,541.224 1755.46,545.879 1761.71,554.002 1767.81,562.125 1771.94,567.795 1773.7,570.248 1779.36,578.372 1784.87,586.495 1790.21,594.618 \n",
|
|
" 1792.11,597.596 1795.33,602.741 1800.26,610.864 1805.04,618.988 1809.65,627.111 1812.27,631.878 1814.08,635.234 1818.31,643.357 1822.38,651.48 1826.29,659.604 \n",
|
|
" 1830.06,667.727 1832.43,673.077 1833.64,675.85 1837.03,683.973 1840.27,692.096 1843.36,700.22 1846.3,708.343 1849.08,716.466 1851.71,724.589 1852.59,727.479 \n",
|
|
" 1854.16,732.712 1856.45,740.836 1858.59,748.959 1860.57,757.082 1862.41,765.205 1864.1,773.328 1865.64,781.452 1867.02,789.575 1868.26,797.698 1869.35,805.821 \n",
|
|
" 1870.28,813.944 1871.07,822.068 1871.71,830.191 1872.2,838.314 1872.53,846.437 1872.72,854.561 1872.76,862.058 \n",
|
|
" \"/>\n",
|
|
"<polyline clip-path=\"url(#clip182)\" style=\"stroke:#ba3655; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
|
|
" 1872.76,862.892 1872.65,870.807 1872.38,878.93 1871.97,887.053 1871.41,895.177 1870.7,903.3 1869.83,911.423 1868.82,919.546 1867.66,927.669 1866.35,935.793 \n",
|
|
" 1864.89,943.916 1863.27,952.039 1861.51,960.162 1859.6,968.285 1857.54,976.409 1855.33,984.532 1852.96,992.655 1852.59,993.852 1850.42,1000.78 1847.71,1008.9 \n",
|
|
" 1844.85,1017.02 1841.84,1025.15 1838.67,1033.27 1835.36,1041.39 1832.43,1048.24 1831.88,1049.52 1828.19,1057.64 1824.36,1065.76 1820.36,1073.89 1816.21,1082.01 \n",
|
|
" 1812.27,1089.45 1811.9,1090.13 1807.36,1098.26 1802.67,1106.38 \n",
|
|
" \"/>\n",
|
|
"<polyline clip-path=\"url(#clip182)\" style=\"stroke:#cb4049; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
|
|
" 1860.29,1106.38 1864.75,1098.26 1869.06,1090.13 1872.76,1082.92 \n",
|
|
" \"/>\n",
|
|
"<polyline clip-path=\"url(#clip182)\" style=\"stroke:#cb4049; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
|
|
" 1872.76,638.406 1871.16,635.234 1866.92,627.111 1862.54,618.988 1858,610.864 1853.31,602.741 1852.59,601.53 1848.41,594.618 1843.34,586.495 1838.12,578.372 \n",
|
|
" 1832.74,570.248 1832.43,569.795 1827.12,562.125 1821.34,554.002 1815.41,545.879 1812.27,541.686 1809.27,537.756 1802.92,529.632 1796.41,521.509 1792.11,516.267 \n",
|
|
" 1789.7,513.386 1782.75,505.263 1775.64,497.14 1771.94,493.004 1768.31,489.016 1760.75,480.893 1753.02,472.77 1751.78,471.494 1745.01,464.647 1736.81,456.524 \n",
|
|
" 1731.62,451.49 1728.38,448.4 1719.68,440.277 1711.46,432.742 1710.8,432.154 1701.59,424.031 1692.21,415.907 1691.29,415.126 1682.49,407.784 1672.57,399.661 \n",
|
|
" 1671.13,398.5 1662.31,391.538 1651.84,383.415 1650.97,382.755 1640.98,375.291 1630.81,367.813 1629.91,367.168 1618.44,359.045 1610.64,353.612 1606.7,350.922 \n",
|
|
" 1594.61,342.799 1590.48,340.071 1582.15,334.675 1570.32,327.139 1569.38,326.552 1556.15,318.429 1550.16,314.804 1542.55,310.306 1530,302.985 1528.59,302.183 \n",
|
|
" 1514.12,294.059 1509.83,291.687 1499.2,285.936 1489.67,280.857 1483.82,277.813 1469.51,270.465 1467.96,269.69 1451.52,261.567 1449.35,260.509 1434.48,253.443 \n",
|
|
" 1429.18,250.96 1416.84,245.32 1409.02,241.793 1398.56,237.197 1388.86,232.992 1379.57,229.074 1368.7,224.545 1359.82,220.951 1348.53,216.436 1339.25,212.827 \n",
|
|
" 1328.37,208.655 1317.77,204.704 1308.21,201.188 1295.3,196.581 1288.05,194.025 1271.75,188.458 1267.88,187.153 1247.72,180.567 1246.99,180.335 1227.56,174.27 \n",
|
|
" 1220.73,172.211 1207.4,168.239 1192.95,164.088 1187.24,162.464 1167.07,156.947 1163.34,155.965 1146.91,151.69 1131.51,147.842 1126.75,146.665 1106.59,141.89 \n",
|
|
" 1097.01,139.719 1086.42,137.346 1066.26,133.03 1059.23,131.595 1046.1,128.947 1025.94,125.081 1017.09,123.472 \n",
|
|
" \"/>\n",
|
|
"<polyline clip-path=\"url(#clip182)\" style=\"stroke:#d94d3d; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
|
|
" 1170.14,123.472 1187.24,127.943 1200.69,131.595 1207.4,133.436 1227.56,139.174 1229.41,139.719 1247.72,145.176 1256.37,147.842 1267.88,151.43 1281.97,155.965 \n",
|
|
" 1288.05,157.945 1306.32,164.088 1308.21,164.731 1328.37,171.801 1329.51,172.211 1348.53,179.165 1351.64,180.335 1368.7,186.826 1372.86,188.458 1388.86,194.796 \n",
|
|
" 1393.24,196.581 1409.02,203.084 1412.85,204.704 1429.18,211.704 1431.74,212.827 1449.35,220.668 1449.97,220.951 1467.53,229.074 1469.51,230 1484.5,237.197 \n",
|
|
" 1489.67,239.712 1500.93,245.32 1509.83,249.815 1516.85,253.443 1530,260.325 1532.31,261.567 1547.27,269.69 1550.16,271.281 1561.76,277.813 1570.32,282.701 \n",
|
|
" 1575.86,285.936 1589.59,294.059 1590.48,294.597 1602.85,302.183 1610.64,307.036 1615.79,310.306 1628.38,318.429 1630.81,320.016 1640.59,326.552 1650.97,333.598 \n",
|
|
" 1652.53,334.675 1664.08,342.799 1671.13,347.837 1675.37,350.922 1686.34,359.045 1691.29,362.771 1697.03,367.168 1707.45,375.291 1711.46,378.471 1717.57,383.415 \n",
|
|
" 1727.46,391.538 1731.62,395.017 1737.07,399.661 1746.44,407.784 1751.78,412.501 1755.57,415.907 1764.44,424.031 1771.94,431.028 1773.13,432.154 1781.52,440.277 \n",
|
|
" 1789.75,448.4 1792.11,450.768 1797.73,456.524 1805.5,464.647 1812.27,471.869 1813.1,472.77 1820.43,480.893 1827.6,489.016 1832.43,494.606 1834.58,497.14 \n",
|
|
" 1841.33,505.263 1847.93,513.386 1852.59,519.27 1854.34,521.509 1860.53,529.632 1866.56,537.756 1872.45,545.879 1872.76,546.315 \n",
|
|
" \"/>\n",
|
|
"<polyline clip-path=\"url(#clip182)\" style=\"stroke:#e65c2e; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
|
|
" 1872.76,475.686 1870.21,472.77 1862.98,464.647 1855.59,456.524 1852.59,453.293 1847.98,448.4 1840.16,440.277 1832.43,432.394 1832.19,432.154 1823.93,424.031 \n",
|
|
" 1815.52,415.907 1812.27,412.829 1806.85,407.784 1797.98,399.661 1792.11,394.384 1788.88,391.538 1779.53,383.415 1771.94,376.941 1769.98,375.291 1760.12,367.168 \n",
|
|
" 1751.78,360.403 1750.08,359.045 1739.71,350.922 1731.62,344.684 1729.13,342.799 1718.23,334.675 1711.46,329.709 1707.07,326.552 1695.62,318.429 1691.29,315.41 \n",
|
|
" 1683.84,310.306 1671.81,302.183 1671.13,301.73 1659.37,294.059 1650.97,288.654 1646.66,285.936 1633.59,277.813 1630.81,276.11 1620.11,269.69 1610.64,264.082 \n",
|
|
" 1606.31,261.567 1592.11,253.443 1590.48,252.525 1577.44,245.32 1570.32,241.436 1562.38,237.197 1550.16,230.763 1546.88,229.074 1530.9,220.951 1530,220.496 \n",
|
|
" 1514.37,212.827 1509.83,210.631 1497.31,204.704 1489.67,201.132 1479.7,196.581 1469.51,191.986 1461.49,188.458 1449.35,183.179 1442.64,180.335 1429.18,174.7 \n",
|
|
" 1423.09,172.211 1409.02,166.538 1402.79,164.088 1388.86,158.681 1381.67,155.965 1368.7,151.118 1359.68,147.842 1348.53,143.841 1336.72,139.719 1328.37,136.838 \n",
|
|
" 1312.72,131.595 1308.21,130.102 1288.05,123.624 1287.56,123.472 \n",
|
|
" \"/>\n",
|
|
"<polyline clip-path=\"url(#clip182)\" style=\"stroke:#ef6d21; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
|
|
" 1386.49,123.472 1388.86,124.327 1408.45,131.595 1409.02,131.811 1429.18,139.58 1429.53,139.719 1449.35,147.64 1449.84,147.842 1469.42,155.965 1469.51,156.001 \n",
|
|
" 1488.32,164.088 1489.67,164.677 1506.58,172.211 1509.83,173.678 1524.26,180.335 1530,183.016 1541.38,188.458 1550.16,192.702 1558,196.581 1570.32,202.749 \n",
|
|
" 1574.14,204.704 1589.82,212.827 1590.48,213.176 1604.99,220.951 1610.64,224.023 1619.76,229.074 1630.81,235.28 1634.15,237.197 1648.14,245.32 1650.97,246.985 \n",
|
|
" 1661.73,253.443 1671.13,259.165 1675,261.567 1687.92,269.69 1691.29,271.845 1700.47,277.813 1711.46,285.054 1712.77,285.936 1724.69,294.059 1731.62,298.85 \n",
|
|
" 1736.35,302.183 1747.72,310.306 1751.78,313.253 1758.79,318.429 1769.62,326.552 1771.94,328.319 1780.14,334.675 1790.47,342.799 1792.11,344.111 1800.48,350.922 \n",
|
|
" 1810.3,359.045 1812.27,360.699 1819.83,367.168 1829.18,375.291 1832.43,378.165 1838.27,383.415 1847.15,391.538 1852.59,396.6 1855.83,399.661 1864.26,407.784 \n",
|
|
" 1872.55,415.907 1872.76,416.113 \n",
|
|
" \"/>\n",
|
|
"<polyline clip-path=\"url(#clip182)\" style=\"stroke:#f68111; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
|
|
" 1872.76,363.658 1867.54,359.045 1858.2,350.922 1852.59,346.117 1848.65,342.799 1838.86,334.675 1832.43,329.43 1828.85,326.552 1818.57,318.429 1812.27,313.523 \n",
|
|
" 1808.07,310.306 1797.29,302.183 1792.11,298.327 1786.26,294.059 1774.98,285.936 1771.94,283.782 1763.38,277.813 1751.78,269.837 1751.56,269.69 1739.36,261.567 \n",
|
|
" 1731.62,256.48 1726.91,253.443 1714.14,245.32 1711.46,243.634 1701.01,237.197 1691.29,231.29 1687.58,229.074 1673.78,220.951 1671.13,219.409 1659.59,212.827 \n",
|
|
" 1650.97,207.977 1645.04,204.704 1630.81,196.949 1630.12,196.581 1614.72,188.458 1610.64,186.336 1598.88,180.335 1590.48,176.099 1582.61,172.211 1570.32,166.219 \n",
|
|
" 1565.86,164.088 1550.16,156.684 1548.6,155.965 1530.78,147.842 1530,147.486 1512.37,139.719 1509.83,138.615 1493.34,131.595 1489.67,130.051 1473.66,123.472 \n",
|
|
" \n",
|
|
" \"/>\n",
|
|
"<polyline clip-path=\"url(#clip182)\" style=\"stroke:#fa9706; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
|
|
" 1552.5,123.472 1570.32,131.507 1570.51,131.595 1587.95,139.719 1590.48,140.913 1604.88,147.842 1610.64,150.65 1621.33,155.965 1630.81,160.729 1637.35,164.088 \n",
|
|
" 1650.97,171.162 1652.95,172.211 1668.1,180.335 1671.13,181.981 1682.83,188.458 1691.29,193.197 1697.22,196.581 1711.27,204.704 1711.46,204.814 1724.89,212.827 \n",
|
|
" 1731.62,216.893 1738.21,220.951 1751.24,229.074 1751.78,229.413 1763.89,237.197 1771.94,242.445 1776.28,245.32 1788.37,253.443 1792.11,255.991 1800.15,261.567 \n",
|
|
" 1811.71,269.69 1812.27,270.088 1822.93,277.813 1832.43,284.799 1833.95,285.936 1844.66,294.059 1852.59,300.159 1855.18,302.183 1865.42,310.306 1872.76,316.218 \n",
|
|
" \n",
|
|
" \"/>\n",
|
|
"<polyline clip-path=\"url(#clip182)\" style=\"stroke:#fbac10; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
|
|
" 1872.76,272.597 1868.88,269.69 1857.89,261.567 1852.59,257.7 1846.66,253.443 1835.19,245.32 1832.43,243.396 1823.41,237.197 1812.27,229.647 1811.41,229.074 \n",
|
|
" 1799.06,220.951 1792.11,216.435 1786.45,212.827 1773.56,204.704 1771.94,203.697 1760.3,196.581 1751.78,191.434 1746.76,188.458 1732.9,180.335 1731.62,179.595 \n",
|
|
" 1718.63,172.211 1711.46,168.185 1704.02,164.088 1691.29,157.156 1689.06,155.965 1673.68,147.842 1671.13,146.51 1657.87,139.719 1650.97,136.228 1641.63,131.595 \n",
|
|
" 1630.81,126.285 1624.96,123.472 \n",
|
|
" \"/>\n",
|
|
"<polyline clip-path=\"url(#clip182)\" style=\"stroke:#f9c32a; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
|
|
" 1692.45,123.472 1708.06,131.595 1711.46,133.384 1723.27,139.719 1731.62,144.251 1738.12,147.842 1751.78,155.48 1752.63,155.965 1766.74,164.088 1771.94,167.122 \n",
|
|
" 1780.52,172.211 1792.11,179.164 1794.02,180.335 1807.16,188.458 1812.27,191.654 1820.01,196.581 1832.43,204.589 1832.61,204.704 1844.84,212.827 1852.59,218.036 \n",
|
|
" 1856.86,220.951 1868.59,229.074 1872.76,231.994 \n",
|
|
" \"/>\n",
|
|
"<polyline clip-path=\"url(#clip182)\" style=\"stroke:#f5d948; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
|
|
" 1872.76,193.858 1864.56,188.458 1852.59,180.674 1852.06,180.335 1839.22,172.211 1832.43,167.972 1826.11,164.088 1812.73,155.965 1812.27,155.688 1798.97,147.842 \n",
|
|
" 1792.11,143.84 1784.91,139.719 1771.94,132.369 1770.55,131.595 1755.8,123.472 \n",
|
|
" \"/>\n",
|
|
"<polyline clip-path=\"url(#clip182)\" style=\"stroke:#f1ee74; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
|
|
" 1815.73,123.472 1829.73,131.595 1832.43,133.181 1843.38,139.719 1852.59,145.277 1856.77,147.842 1869.86,155.965 1872.76,157.786 \n",
|
|
" \"/>\n",
|
|
"<polyline clip-path=\"url(#clip182)\" style=\"stroke:#cb4049; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
|
|
" 278.592,123.472 259.766,126.989 239.603,130.956 \n",
|
|
" \"/>\n",
|
|
"<polyline clip-path=\"url(#clip182)\" style=\"stroke:#050418; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
|
|
" 570.621,643.357 562.201,644.439 542.039,647.719 522.938,651.48 521.876,651.698 501.714,656.544 490.625,659.604 481.552,662.211 464.547,667.727 461.389,668.795 \n",
|
|
" 442.678,675.85 441.227,676.422 423.842,683.973 421.065,685.236 407.265,692.096 400.902,695.416 392.416,700.22 380.74,707.173 378.917,708.343 366.925,716.466 \n",
|
|
" 360.577,721.015 355.928,724.589 345.974,732.712 340.415,737.546 336.873,740.836 328.698,748.959 321.097,757.082 320.253,758.058 314.439,765.205 308.37,773.328 \n",
|
|
" 302.841,781.452 300.09,785.93 297.978,789.575 293.778,797.698 290.088,805.821 286.906,813.944 284.234,822.068 282.07,830.191 280.416,838.314 279.928,841.776 \n",
|
|
" 279.306,846.437 278.703,854.561 278.583,862.684 278.944,870.807 279.788,878.93 279.928,879.79 281.18,887.053 283.088,895.177 285.506,903.3 288.433,911.423 \n",
|
|
" 291.869,919.546 295.814,927.669 300.09,935.468 300.279,935.793 305.538,943.916 311.337,952.039 317.675,960.162 320.253,963.207 324.826,968.285 332.714,976.409 \n",
|
|
" 340.415,983.802 341.227,984.532 350.875,992.655 360.577,1000.34 361.175,1000.78 372.839,1008.9 380.74,1014.11 385.507,1017.02 399.502,1025.15 400.902,1025.92 \n",
|
|
" 415.339,1033.27 421.065,1036.05 433.087,1041.39 441.227,1044.85 453.335,1049.52 461.389,1052.49 476.939,1057.64 481.552,1059.11 501.714,1064.78 505.714,1065.76 \n",
|
|
" 521.876,1069.57 542.039,1073.62 543.645,1073.89 562.201,1076.85 582.364,1079.39 602.526,1081.25 615.38,1082.01 622.688,1082.42 642.851,1082.91 663.013,1082.75 \n",
|
|
" 681.31,1082.01 683.176,1081.93 703.338,1080.41 723.5,1078.2 743.663,1075.32 751.811,1073.89 763.825,1071.68 783.987,1067.29 789.997,1065.76 804.15,1062.04 \n",
|
|
" 818.818,1057.64 824.312,1055.92 842.611,1049.52 844.475,1048.84 862.847,1041.39 864.637,1040.64 880.474,1033.27 884.799,1031.16 896.132,1025.15 904.962,1020.22 \n",
|
|
" 910.266,1017.02 923.051,1008.9 925.124,1007.51 934.451,1000.78 945.072,992.655 945.286,992.48 954.417,984.532 963.156,976.409 965.449,974.123 970.943,968.285 \n",
|
|
" 978.032,960.162 984.565,952.039 985.611,950.617 990.256,943.916 995.363,935.793 999.946,927.669 1004.01,919.546 1005.77,915.484 1007.44,911.423 1010.29,903.3 \n",
|
|
" 1012.64,895.177 1014.5,887.053 1015.86,878.93 1016.73,870.807 1017.1,862.684 1016.97,854.561 1016.36,846.437 1015.24,838.314 1013.63,830.191 1011.53,822.068 \n",
|
|
" 1008.93,813.944 1005.84,805.821 1005.77,805.681 1002.04,797.698 997.72,789.575 992.875,781.452 987.507,773.328 985.611,770.716 981.368,765.205 974.557,757.082 \n",
|
|
" 967.19,748.959 965.449,747.174 958.861,740.836 949.826,732.712 945.286,728.883 939.841,724.589 928.903,716.466 925.124,713.813 916.744,708.343 904.962,701.052 \n",
|
|
" 903.507,700.22 888.571,692.096 884.799,690.141 871.84,683.973 864.637,680.699 852.93,675.85 844.475,672.499 831.134,667.727 824.312,665.387 805.402,659.604 \n",
|
|
" 804.15,659.236 783.987,654.031 772.526,651.48 763.825,649.618 743.663,645.992 725.559,643.357 723.5,643.068 703.338,640.907 683.176,639.41 663.013,638.578 \n",
|
|
" 642.851,638.412 622.688,638.911 602.526,640.075 582.364,641.904 570.621,643.357 \n",
|
|
" \"/>\n",
|
|
"<polyline clip-path=\"url(#clip182)\" style=\"stroke:#ff0000; stroke-width:8; stroke-opacity:1; fill:none\" points=\"\n",
|
|
" 954.107,1106.38 954.107,-367.982 \n",
|
|
" \"/>\n",
|
|
"<polyline clip-path=\"url(#clip182)\" style=\"stroke:#000000; stroke-width:8; stroke-opacity:1; fill:none\" points=\"\n",
|
|
" 239.603,418.344 1872.76,418.344 \n",
|
|
" \"/>\n",
|
|
"<circle clip-path=\"url(#clip182)\" cx=\"954.107\" cy=\"860.653\" r=\"14\" fill=\"#ff0000\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"2.56\"/>\n",
|
|
"<path clip-path=\"url(#clip180)\" d=\"\n",
|
|
"M1449.33 398.156 L1818.32 398.156 L1818.32 156.236 L1449.33 156.236 Z\n",
|
|
" \" fill=\"#ffffff\" fill-rule=\"evenodd\" fill-opacity=\"1\"/>\n",
|
|
"<polyline clip-path=\"url(#clip180)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
|
|
" 1449.33,398.156 1818.32,398.156 1818.32,156.236 1449.33,156.236 1449.33,398.156 \n",
|
|
" \"/>\n",
|
|
"<polyline clip-path=\"url(#clip180)\" style=\"stroke:#ff0000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
|
|
" 1467.48,216.716 1576.36,216.716 \n",
|
|
" \"/>\n",
|
|
"<path clip-path=\"url(#clip180)\" d=\"M 0 0 M1600.13 230.061 L1616.45 230.061 L1616.45 233.996 L1594.5 233.996 L1594.5 230.061 Q1597.17 227.306 1601.75 222.676 Q1606.35 218.024 1607.54 216.681 Q1609.78 214.158 1610.66 212.422 Q1611.56 210.663 1611.56 208.973 Q1611.56 206.218 1609.62 204.482 Q1607.7 202.746 1604.6 202.746 Q1602.4 202.746 1599.94 203.51 Q1597.51 204.274 1594.73 205.825 L1594.73 201.102 Q1597.56 199.968 1600.01 199.389 Q1602.47 198.811 1604.5 198.811 Q1609.87 198.811 1613.07 201.496 Q1616.26 204.181 1616.26 208.672 Q1616.26 210.801 1615.45 212.723 Q1614.66 214.621 1612.56 217.213 Q1611.98 217.885 1608.88 221.102 Q1605.78 224.297 1600.13 230.061 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip180)\" d=\"M 0 0 M1621.52 228.116 L1626.4 228.116 L1626.4 233.996 L1621.52 233.996 L1621.52 228.116 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip180)\" d=\"M 0 0 M1630.29 199.436 L1652.51 199.436 L1652.51 201.426 L1639.97 233.996 L1635.08 233.996 L1646.89 203.371 L1630.29 203.371 L1630.29 199.436 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip180)\" d=\"M 0 0 M1657.63 199.436 L1675.98 199.436 L1675.98 203.371 L1661.91 203.371 L1661.91 211.843 Q1662.93 211.496 1663.95 211.334 Q1664.97 211.149 1665.98 211.149 Q1671.77 211.149 1675.15 214.32 Q1678.53 217.491 1678.53 222.908 Q1678.53 228.486 1675.06 231.588 Q1671.59 234.667 1665.27 234.667 Q1663.09 234.667 1660.82 234.297 Q1658.58 233.926 1656.17 233.186 L1656.17 228.486 Q1658.25 229.621 1660.47 230.176 Q1662.7 230.732 1665.17 230.732 Q1669.18 230.732 1671.52 228.625 Q1673.85 226.519 1673.85 222.908 Q1673.85 219.297 1671.52 217.19 Q1669.18 215.084 1665.17 215.084 Q1663.3 215.084 1661.42 215.5 Q1659.57 215.917 1657.63 216.797 L1657.63 199.436 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip180)\" d=\"M 0 0 M1728.3 210.663 L1704.41 219.158 L1728.3 227.607 L1728.3 231.82 L1698.62 221.056 L1698.62 217.213 L1728.3 206.45 L1728.3 210.663 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip180)\" d=\"M 0 0 M1769.39 208.07 L1760.01 220.686 L1769.87 233.996 L1764.85 233.996 L1757.3 223.811 L1749.76 233.996 L1744.73 233.996 L1754.8 220.431 L1745.59 208.07 L1750.61 208.07 L1757.49 217.306 L1764.36 208.07 L1769.39 208.07 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><polyline clip-path=\"url(#clip180)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
|
|
" 1467.48,277.196 1576.36,277.196 \n",
|
|
" \"/>\n",
|
|
"<path clip-path=\"url(#clip180)\" d=\"M 0 0 M1608.35 296.883 Q1606.54 301.513 1604.83 302.925 Q1603.11 304.337 1600.24 304.337 L1596.84 304.337 L1596.84 300.772 L1599.34 300.772 Q1601.1 300.772 1602.07 299.939 Q1603.04 299.105 1604.23 296.003 L1604.99 294.059 L1594.5 268.55 L1599.02 268.55 L1607.12 288.828 L1615.22 268.55 L1619.73 268.55 L1608.35 296.883 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip180)\" d=\"M 0 0 M1669.5 271.143 L1645.61 279.638 L1669.5 288.087 L1669.5 292.3 L1639.83 281.536 L1639.83 277.693 L1669.5 266.93 L1669.5 271.143 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip180)\" d=\"M 0 0 M1686.89 279.592 L1699.36 279.592 L1699.36 283.388 L1686.89 283.388 L1686.89 279.592 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip180)\" d=\"M 0 0 M1714.43 262.994 Q1710.82 262.994 1708.99 266.559 Q1707.19 270.101 1707.19 277.23 Q1707.19 284.337 1708.99 287.902 Q1710.82 291.443 1714.43 291.443 Q1718.07 291.443 1719.87 287.902 Q1721.7 284.337 1721.7 277.23 Q1721.7 270.101 1719.87 266.559 Q1718.07 262.994 1714.43 262.994 M1714.43 259.291 Q1720.24 259.291 1723.3 263.897 Q1726.38 268.48 1726.38 277.23 Q1726.38 285.957 1723.3 290.564 Q1720.24 295.147 1714.43 295.147 Q1708.62 295.147 1705.54 290.564 Q1702.49 285.957 1702.49 277.23 Q1702.49 268.48 1705.54 263.897 Q1708.62 259.291 1714.43 259.291 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip180)\" d=\"M 0 0 M1731.45 288.596 L1736.33 288.596 L1736.33 294.476 L1731.45 294.476 L1731.45 288.596 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip180)\" d=\"M 0 0 M1755.57 275.842 Q1758.92 276.559 1760.8 278.828 Q1762.7 281.096 1762.7 284.429 Q1762.7 289.545 1759.18 292.346 Q1755.66 295.147 1749.18 295.147 Q1747 295.147 1744.69 294.707 Q1742.4 294.291 1739.94 293.434 L1739.94 288.92 Q1741.89 290.054 1744.2 290.633 Q1746.52 291.212 1749.04 291.212 Q1753.44 291.212 1755.73 289.476 Q1758.04 287.74 1758.04 284.429 Q1758.04 281.374 1755.89 279.661 Q1753.76 277.925 1749.94 277.925 L1745.91 277.925 L1745.91 274.082 L1750.13 274.082 Q1753.58 274.082 1755.4 272.717 Q1757.23 271.328 1757.23 268.735 Q1757.23 266.073 1755.34 264.661 Q1753.46 263.226 1749.94 263.226 Q1748.02 263.226 1745.82 263.643 Q1743.62 264.059 1740.98 264.939 L1740.98 260.772 Q1743.65 260.031 1745.96 259.661 Q1748.3 259.291 1750.36 259.291 Q1755.68 259.291 1758.78 261.721 Q1761.89 264.129 1761.89 268.249 Q1761.89 271.119 1760.24 273.11 Q1758.6 275.078 1755.57 275.842 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><circle clip-path=\"url(#clip180)\" cx=\"1521.92\" cy=\"337.676\" r=\"23\" fill=\"#ff0000\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"4.096\"/>\n",
|
|
"<path clip-path=\"url(#clip180)\" d=\"M 0 0 M1606.4 332.016 Q1602.98 332.016 1600.98 334.701 Q1598.99 337.363 1598.99 342.016 Q1598.99 346.669 1600.96 349.354 Q1602.95 352.016 1606.4 352.016 Q1609.8 352.016 1611.79 349.331 Q1613.79 346.646 1613.79 342.016 Q1613.79 337.41 1611.79 334.724 Q1609.8 332.016 1606.4 332.016 M1606.4 328.405 Q1611.96 328.405 1615.13 332.016 Q1618.3 335.627 1618.3 342.016 Q1618.3 348.382 1615.13 352.016 Q1611.96 355.627 1606.4 355.627 Q1600.82 355.627 1597.65 352.016 Q1594.5 348.382 1594.5 342.016 Q1594.5 335.627 1597.65 332.016 Q1600.82 328.405 1606.4 328.405 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip180)\" d=\"M 0 0 M1626.89 351.067 L1626.89 364.817 L1622.6 364.817 L1622.6 329.03 L1626.89 329.03 L1626.89 332.965 Q1628.23 330.65 1630.27 329.539 Q1632.33 328.405 1635.17 328.405 Q1639.9 328.405 1642.84 332.155 Q1645.8 335.905 1645.8 342.016 Q1645.8 348.127 1642.84 351.877 Q1639.9 355.627 1635.17 355.627 Q1632.33 355.627 1630.27 354.516 Q1628.23 353.382 1626.89 351.067 M1641.38 342.016 Q1641.38 337.317 1639.43 334.655 Q1637.51 331.97 1634.13 331.97 Q1630.75 331.97 1628.81 334.655 Q1626.89 337.317 1626.89 342.016 Q1626.89 346.715 1628.81 349.4 Q1630.75 352.062 1634.13 352.062 Q1637.51 352.062 1639.43 349.4 Q1641.38 346.715 1641.38 342.016 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip180)\" d=\"M 0 0 M1654.48 321.669 L1654.48 329.03 L1663.25 329.03 L1663.25 332.34 L1654.48 332.34 L1654.48 346.414 Q1654.48 349.585 1655.34 350.488 Q1656.22 351.391 1658.88 351.391 L1663.25 351.391 L1663.25 354.956 L1658.88 354.956 Q1653.95 354.956 1652.07 353.127 Q1650.2 351.275 1650.2 346.414 L1650.2 332.34 L1647.07 332.34 L1647.07 329.03 L1650.2 329.03 L1650.2 321.669 L1654.48 321.669 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip180)\" d=\"M 0 0 M1667.72 329.03 L1671.98 329.03 L1671.98 354.956 L1667.72 354.956 L1667.72 329.03 M1667.72 318.937 L1671.98 318.937 L1671.98 324.331 L1667.72 324.331 L1667.72 318.937 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip180)\" d=\"M 0 0 M1696.63 334.007 Q1698.23 331.136 1700.45 329.771 Q1702.67 328.405 1705.68 328.405 Q1709.73 328.405 1711.93 331.252 Q1714.13 334.076 1714.13 339.308 L1714.13 354.956 L1709.85 354.956 L1709.85 339.447 Q1709.85 335.72 1708.53 333.914 Q1707.21 332.109 1704.5 332.109 Q1701.19 332.109 1699.27 334.308 Q1697.35 336.507 1697.35 340.303 L1697.35 354.956 L1693.07 354.956 L1693.07 339.447 Q1693.07 335.697 1691.75 333.914 Q1690.43 332.109 1687.67 332.109 Q1684.41 332.109 1682.49 334.331 Q1680.57 336.53 1680.57 340.303 L1680.57 354.956 L1676.29 354.956 L1676.29 329.03 L1680.57 329.03 L1680.57 333.058 Q1682.03 330.673 1684.06 329.539 Q1686.1 328.405 1688.9 328.405 Q1691.72 328.405 1693.69 329.84 Q1695.68 331.275 1696.63 334.007 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip180)\" d=\"M 0 0 M1718.16 344.724 L1718.16 329.03 L1722.42 329.03 L1722.42 344.562 Q1722.42 348.243 1723.85 350.095 Q1725.29 351.923 1728.16 351.923 Q1731.61 351.923 1733.6 349.724 Q1735.61 347.525 1735.61 343.729 L1735.61 329.03 L1739.87 329.03 L1739.87 354.956 L1735.61 354.956 L1735.61 350.974 Q1734.06 353.335 1732 354.493 Q1729.97 355.627 1727.26 355.627 Q1722.79 355.627 1720.47 352.849 Q1718.16 350.071 1718.16 344.724 M1728.88 328.405 L1728.88 328.405 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip180)\" d=\"M 0 0 M1764.53 334.007 Q1766.12 331.136 1768.34 329.771 Q1770.57 328.405 1773.58 328.405 Q1777.63 328.405 1779.83 331.252 Q1782.03 334.076 1782.03 339.308 L1782.03 354.956 L1777.74 354.956 L1777.74 339.447 Q1777.74 335.72 1776.42 333.914 Q1775.1 332.109 1772.4 332.109 Q1769.09 332.109 1767.16 334.308 Q1765.24 336.507 1765.24 340.303 L1765.24 354.956 L1760.96 354.956 L1760.96 339.447 Q1760.96 335.697 1759.64 333.914 Q1758.32 332.109 1755.57 332.109 Q1752.3 332.109 1750.38 334.331 Q1748.46 336.53 1748.46 340.303 L1748.46 354.956 L1744.18 354.956 L1744.18 329.03 L1748.46 329.03 L1748.46 333.058 Q1749.92 330.673 1751.96 329.539 Q1753.99 328.405 1756.79 328.405 Q1759.62 328.405 1761.59 329.84 Q1763.58 331.275 1764.53 334.007 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip180)\" d=\"M 0 0 M1097.56 803.626 L1097.56 807.653 Q1095.75 806.727 1093.81 806.265 Q1091.86 805.802 1089.78 805.802 Q1086.61 805.802 1085.01 806.774 Q1083.44 807.746 1083.44 809.69 Q1083.44 811.172 1084.57 812.028 Q1085.71 812.862 1089.13 813.626 L1090.59 813.95 Q1095.13 814.922 1097.03 816.704 Q1098.95 818.464 1098.95 821.635 Q1098.95 825.246 1096.08 827.352 Q1093.23 829.459 1088.23 829.459 Q1086.15 829.459 1083.88 829.042 Q1081.63 828.649 1079.13 827.838 L1079.13 823.44 Q1081.49 824.667 1083.79 825.292 Q1086.08 825.894 1088.32 825.894 Q1091.33 825.894 1092.95 824.876 Q1094.57 823.834 1094.57 821.959 Q1094.57 820.223 1093.39 819.297 Q1092.23 818.371 1088.28 817.514 L1086.79 817.167 Q1082.84 816.334 1081.08 814.621 Q1079.32 812.885 1079.32 809.876 Q1079.32 806.218 1081.91 804.227 Q1084.5 802.237 1089.27 802.237 Q1091.63 802.237 1093.72 802.584 Q1095.8 802.931 1097.56 803.626 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip180)\" d=\"M 0 0 M1113.46 805.848 Q1110.04 805.848 1108.04 808.533 Q1106.05 811.195 1106.05 815.848 Q1106.05 820.501 1108.02 823.186 Q1110.01 825.848 1113.46 825.848 Q1116.86 825.848 1118.85 823.163 Q1120.85 820.477 1120.85 815.848 Q1120.85 811.241 1118.85 808.556 Q1116.86 805.848 1113.46 805.848 M1113.46 802.237 Q1119.02 802.237 1122.19 805.848 Q1125.36 809.459 1125.36 815.848 Q1125.36 822.213 1122.19 825.848 Q1119.02 829.459 1113.46 829.459 Q1107.88 829.459 1104.71 825.848 Q1101.56 822.213 1101.56 815.848 Q1101.56 809.459 1104.71 805.848 Q1107.88 802.237 1113.46 802.237 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip180)\" d=\"M 0 0 M1150.01 807.839 Q1151.61 804.968 1153.83 803.602 Q1156.05 802.237 1159.06 802.237 Q1163.11 802.237 1165.31 805.084 Q1167.51 807.908 1167.51 813.139 L1167.51 828.788 L1163.23 828.788 L1163.23 813.278 Q1163.23 809.552 1161.91 807.746 Q1160.59 805.94 1157.88 805.94 Q1154.57 805.94 1152.65 808.139 Q1150.73 810.339 1150.73 814.135 L1150.73 828.788 L1146.45 828.788 L1146.45 813.278 Q1146.45 809.528 1145.13 807.746 Q1143.81 805.94 1141.05 805.94 Q1137.79 805.94 1135.87 808.163 Q1133.95 810.362 1133.95 814.135 L1133.95 828.788 L1129.66 828.788 L1129.66 802.862 L1133.95 802.862 L1133.95 806.889 Q1135.41 804.505 1137.44 803.371 Q1139.48 802.237 1142.28 802.237 Q1145.1 802.237 1147.07 803.672 Q1149.06 805.107 1150.01 807.839 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip180)\" d=\"M 0 0 M1194.16 814.76 L1194.16 816.843 L1174.57 816.843 Q1174.85 821.241 1177.21 823.556 Q1179.59 825.848 1183.83 825.848 Q1186.28 825.848 1188.58 825.246 Q1190.89 824.644 1193.16 823.44 L1193.16 827.468 Q1190.87 828.44 1188.46 828.95 Q1186.05 829.459 1183.58 829.459 Q1177.37 829.459 1173.74 825.848 Q1170.13 822.237 1170.13 816.079 Q1170.13 809.714 1173.55 805.987 Q1177 802.237 1182.84 802.237 Q1188.07 802.237 1191.1 805.616 Q1194.16 808.973 1194.16 814.76 M1189.9 813.51 Q1189.85 810.014 1187.93 807.931 Q1186.03 805.848 1182.88 805.848 Q1179.32 805.848 1177.16 807.862 Q1175.03 809.876 1174.71 813.533 L1189.9 813.51 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip180)\" d=\"M 0 0 M1196.15 802.862 L1200.4 802.862 L1205.73 823.093 L1211.03 802.862 L1216.05 802.862 L1221.38 823.093 L1226.68 802.862 L1230.94 802.862 L1224.15 828.788 L1219.13 828.788 L1213.55 807.538 L1207.95 828.788 L1202.93 828.788 L1196.15 802.862 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip180)\" d=\"M 0 0 M1256.96 813.139 L1256.96 828.788 L1252.7 828.788 L1252.7 813.278 Q1252.7 809.598 1251.26 807.769 Q1249.83 805.94 1246.96 805.94 Q1243.51 805.94 1241.52 808.139 Q1239.53 810.339 1239.53 814.135 L1239.53 828.788 L1235.24 828.788 L1235.24 792.769 L1239.53 792.769 L1239.53 806.889 Q1241.05 804.552 1243.11 803.394 Q1245.2 802.237 1247.9 802.237 Q1252.37 802.237 1254.66 805.015 Q1256.96 807.769 1256.96 813.139 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip180)\" d=\"M 0 0 M1283.6 814.76 L1283.6 816.843 L1264.02 816.843 Q1264.29 821.241 1266.65 823.556 Q1269.04 825.848 1273.27 825.848 Q1275.73 825.848 1278.02 825.246 Q1280.34 824.644 1282.6 823.44 L1282.6 827.468 Q1280.31 828.44 1277.9 828.95 Q1275.5 829.459 1273.02 829.459 Q1266.82 829.459 1263.18 825.848 Q1259.57 822.237 1259.57 816.079 Q1259.57 809.714 1263 805.987 Q1266.45 802.237 1272.28 802.237 Q1277.51 802.237 1280.54 805.616 Q1283.6 808.973 1283.6 814.76 M1279.34 813.51 Q1279.29 810.014 1277.37 807.931 Q1275.47 805.848 1272.33 805.848 Q1268.76 805.848 1266.61 807.862 Q1264.48 809.876 1264.15 813.533 L1279.34 813.51 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip180)\" d=\"M 0 0 M1303.09 806.843 Q1302.37 806.427 1301.52 806.241 Q1300.68 806.033 1299.66 806.033 Q1296.05 806.033 1294.11 808.394 Q1292.19 810.732 1292.19 815.13 L1292.19 828.788 L1287.9 828.788 L1287.9 802.862 L1292.19 802.862 L1292.19 806.889 Q1293.53 804.528 1295.68 803.394 Q1297.84 802.237 1300.91 802.237 Q1301.35 802.237 1301.89 802.306 Q1302.42 802.352 1303.07 802.468 L1303.09 806.843 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip180)\" d=\"M 0 0 M1328.69 814.76 L1328.69 816.843 L1309.11 816.843 Q1309.39 821.241 1311.75 823.556 Q1314.13 825.848 1318.37 825.848 Q1320.82 825.848 1323.11 825.246 Q1325.43 824.644 1327.7 823.44 L1327.7 827.468 Q1325.4 828.44 1323 828.95 Q1320.59 829.459 1318.11 829.459 Q1311.91 829.459 1308.27 825.848 Q1304.66 822.237 1304.66 816.079 Q1304.66 809.714 1308.09 805.987 Q1311.54 802.237 1317.37 802.237 Q1322.6 802.237 1325.64 805.616 Q1328.69 808.973 1328.69 814.76 M1324.43 813.51 Q1324.39 810.014 1322.46 807.931 Q1320.57 805.848 1317.42 805.848 Q1313.85 805.848 1311.7 807.862 Q1309.57 809.876 1309.25 813.533 L1324.43 813.51 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip180)\" d=\"M 0 0 M1369.78 813.139 L1369.78 828.788 L1365.52 828.788 L1365.52 813.278 Q1365.52 809.598 1364.08 807.769 Q1362.65 805.94 1359.78 805.94 Q1356.33 805.94 1354.34 808.139 Q1352.35 810.339 1352.35 814.135 L1352.35 828.788 L1348.07 828.788 L1348.07 792.769 L1352.35 792.769 L1352.35 806.889 Q1353.88 804.552 1355.94 803.394 Q1358.02 802.237 1360.73 802.237 Q1365.2 802.237 1367.49 805.015 Q1369.78 807.769 1369.78 813.139 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip180)\" d=\"M 0 0 M1396.42 814.76 L1396.42 816.843 L1376.84 816.843 Q1377.12 821.241 1379.48 823.556 Q1381.86 825.848 1386.1 825.848 Q1388.55 825.848 1390.84 825.246 Q1393.16 824.644 1395.43 823.44 L1395.43 827.468 Q1393.14 828.44 1390.73 828.95 Q1388.32 829.459 1385.84 829.459 Q1379.64 829.459 1376.01 825.848 Q1372.39 822.237 1372.39 816.079 Q1372.39 809.714 1375.82 805.987 Q1379.27 802.237 1385.1 802.237 Q1390.33 802.237 1393.37 805.616 Q1396.42 808.973 1396.42 814.76 M1392.16 813.51 Q1392.12 810.014 1390.2 807.931 Q1388.3 805.848 1385.15 805.848 Q1381.58 805.848 1379.43 807.862 Q1377.3 809.876 1376.98 813.533 L1392.16 813.51 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip180)\" d=\"M 0 0 M1415.91 806.843 Q1415.2 806.427 1414.34 806.241 Q1413.51 806.033 1412.49 806.033 Q1408.88 806.033 1406.93 808.394 Q1405.01 810.732 1405.01 815.13 L1405.01 828.788 L1400.73 828.788 L1400.73 802.862 L1405.01 802.862 L1405.01 806.889 Q1406.35 804.528 1408.51 803.394 Q1410.66 802.237 1413.74 802.237 Q1414.18 802.237 1414.71 802.306 Q1415.24 802.352 1415.89 802.468 L1415.91 806.843 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip180)\" d=\"M 0 0 M1441.51 814.76 L1441.51 816.843 L1421.93 816.843 Q1422.21 821.241 1424.57 823.556 Q1426.95 825.848 1431.19 825.848 Q1433.64 825.848 1435.94 825.246 Q1438.25 824.644 1440.52 823.44 L1440.52 827.468 Q1438.23 828.44 1435.82 828.95 Q1433.41 829.459 1430.94 829.459 Q1424.73 829.459 1421.1 825.848 Q1417.49 822.237 1417.49 816.079 Q1417.49 809.714 1420.91 805.987 Q1424.36 802.237 1430.2 802.237 Q1435.43 802.237 1438.46 805.616 Q1441.51 808.973 1441.51 814.76 M1437.26 813.51 Q1437.21 810.014 1435.29 807.931 Q1433.39 805.848 1430.24 805.848 Q1426.68 805.848 1424.52 807.862 Q1422.39 809.876 1422.07 813.533 L1437.26 813.51 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /></svg>\n"
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"p1 = contour( x,y,loss2d',\n",
|
|
" xlims = (1,5),\n",
|
|
" ylims = (-1,0),\n",
|
|
" legend = false,\n",
|
|
" levels = 21,\n",
|
|
" title = \"Contour plot of loss function\",\n",
|
|
" xlabel = \"x\",\n",
|
|
" ylabel = \"y\",\n",
|
|
" annotation = (3.5,-0.7,text(\"somewhere here\",8)) )\n",
|
|
"plot!([2.75,2.75],[-1,0.5],color=:red,linewidth=2,label=\"2.75 < x\",legend = true)\n",
|
|
"plot!([1,5],[-0.3,-0.3],color=:black,linewidth=2,label=\"y < -0.3\")\n",
|
|
"scatter!([2.75],[-0.75],color=:red,label=\"optimum\")\n",
|
|
"display(p1)"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 12,
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"name": "stdout",
|
|
"output_type": "stream",
|
|
"text": [
|
|
"The optimum is at (x,y) = 2.750 -0.750\n"
|
|
]
|
|
}
|
|
],
|
|
"source": [
|
|
"lower = [2.75, -Inf]\n",
|
|
"upper = [Inf, -0.3]\n",
|
|
"\n",
|
|
"Sol = optimize(fn2,lower,upper,[3.0,-0.5])\n",
|
|
"printlnPs(\"The optimum is at (x,y) = \",Optim.minimizer(Sol))"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"metadata": {},
|
|
"source": [
|
|
"# Several Choice Variables: Supplying the Gradient (extra)\n",
|
|
"\n",
|
|
"Supplying a function for calculating the derivatives improves speed and accuracy. See below for an example. (The `inplace=false` means that the function for the derivatives creates a new matrix at each call.)"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 13,
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"name": "stdout",
|
|
"output_type": "stream",
|
|
"text": [
|
|
" * Status: success\n",
|
|
"\n",
|
|
" * Candidate solution\n",
|
|
" Final objective value: 7.296963e-30\n",
|
|
"\n",
|
|
" * Found with\n",
|
|
" Algorithm: L-BFGS\n",
|
|
"\n",
|
|
" * Convergence measures\n",
|
|
" |x - x'| = 9.34e-01 ≰ 0.0e+00\n",
|
|
" |x - x'|/|x'| = 4.67e-01 ≰ 0.0e+00\n",
|
|
" |f(x) - f(x')| = 8.75e-01 ≰ 0.0e+00\n",
|
|
" |f(x) - f(x')|/|f(x')| = 1.20e+29 ≰ 0.0e+00\n",
|
|
" |g(x)| = 2.13e-14 ≤ 1.0e-08\n",
|
|
"\n",
|
|
" * Work counters\n",
|
|
" Seconds run: 0 (vs limit Inf)\n",
|
|
" Iterations: 2\n",
|
|
" f(x) calls: 7\n",
|
|
" ∇f(x) calls: 7\n",
|
|
"\n"
|
|
]
|
|
}
|
|
],
|
|
"source": [
|
|
"function g2(x) #derivatives of fn2 wrt. x[1] and x[2]\n",
|
|
" G = [2*(x[1]-2), 2*4(4*x[2]+3)] #creates a new vector: use inplace = false in optimize()\n",
|
|
" return G\n",
|
|
"end\n",
|
|
"\n",
|
|
"Sol3 = optimize(fn2,g2,[1.0,-0.5],inplace=false)\n",
|
|
"println(Sol3)"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": null,
|
|
"metadata": {},
|
|
"outputs": [],
|
|
"source": []
|
|
}
|
|
],
|
|
"metadata": {
|
|
"@webio": {
|
|
"lastCommId": null,
|
|
"lastKernelId": null
|
|
},
|
|
"anaconda-cloud": {},
|
|
"kernel_info": {
|
|
"name": "julia-1.2"
|
|
},
|
|
"kernelspec": {
|
|
"display_name": "Julia 1.6.1",
|
|
"language": "julia",
|
|
"name": "julia-1.6"
|
|
},
|
|
"language_info": {
|
|
"file_extension": ".jl",
|
|
"mimetype": "application/julia",
|
|
"name": "julia",
|
|
"version": "1.6.1"
|
|
},
|
|
"nteract": {
|
|
"version": "0.15.0"
|
|
}
|
|
},
|
|
"nbformat": 4,
|
|
"nbformat_minor": 1
|
|
}
|