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136.41 Z" fill="none" stroke="#000000" stroke-miterlimit="10" pointer-events="all"/><path d="M 545.87 109.41 L 558.88 102.93 L 545.89 96.41" fill="none" stroke="#000000" stroke-miterlimit="10" pointer-events="all"/><path d="M 735.99 131 L 742.99 131 Q 750 131 750 121 L 750 26 Q 750 16 740 16 L 722.24 16" fill="none" stroke="#000000" stroke-miterlimit="10" pointer-events="stroke"/><path d="M 720.99 131 L 728.49 126.59 L 735.99 131 L 728.49 135.41 Z" fill="none" stroke="#000000" stroke-miterlimit="10" pointer-events="all"/><path d="M 734.12 9.5 L 721.12 16 L 734.12 22.5" fill="none" stroke="#000000" stroke-miterlimit="10" pointer-events="all"/><path d="M 0 119 L 0 93 L 160 93 L 160 119" fill="#e0e0e0" stroke="#000000" stroke-miterlimit="10" pointer-events="all"/><path d="M 0 119 L 0 145 L 160 145 L 160 119" fill="#ffffff" stroke="#000000" stroke-miterlimit="10" pointer-events="all"/><path d="M 0 119 L 160 119" fill="none" stroke="#000000" stroke-miterlimit="10" pointer-events="all"/><g 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font-weight="bold" clip-path="url(#mx-clip-284-124-152-26-0)" font-size="12px"><text x="285.5" y="136.5">ne_algorithm</text></g><rect x="280" y="145" width="160" height="26" fill="none" stroke="none" pointer-events="all"/><g fill="#000000" font-family="Helvetica" font-weight="bold" clip-path="url(#mx-clip-284-150-152-26-0)" font-size="12px"><text x="285.5" y="162.5">environment</text></g><path d="M 280 171 L 440 171.03" fill="none" stroke="#000000" stroke-miterlimit="10" pointer-events="stroke"/><rect x="280" y="171" width="160" height="26" fill="none" stroke="none" pointer-events="all"/><g fill="#000000" font-family="Helvetica" clip-path="url(#mx-clip-284-176-152-26-0)" font-size="12px"><text x="285.5" y="188.5">train()</text></g><path d="M 560 119 L 560 93 L 720 93 L 720 119" fill="#e0e0e0" stroke="#000000" stroke-miterlimit="10" pointer-events="all"/><path d="M 560 119 L 560 277 L 720 277 L 720 119" fill="#ffffff" stroke="#000000" stroke-miterlimit="10" pointer-events="all"/><path d="M 560 119 L 720 119" fill="none" stroke="#000000" stroke-miterlimit="10" pointer-events="all"/><g fill="#000000" font-family="Helvetica" text-anchor="middle" font-size="14px"><text x="639.5" y="111.5">NE Algorithm</text></g><rect x="560" y="119" width="160" height="24" fill="none" stroke="none" pointer-events="all"/><g fill="#000000" font-family="Helvetica" font-weight="bold" clip-path="url(#mx-clip-564-124-152-24-0)" font-size="12px"><text x="565.5" y="136.5">population</text></g><rect x="560" y="143" width="160" height="30" fill="none" stroke="none" pointer-events="all"/><g fill="#000000" font-family="Helvetica" font-weight="bold" clip-path="url(#mx-clip-564-148-152-30-0)" font-size="12px"><text x="565.5" y="160.5">encoding</text></g><path d="M 559.36 170.93 L 720 171" fill="none" stroke="#000000" stroke-miterlimit="10" pointer-events="stroke"/><rect x="560" y="173" width="160" height="26" fill="none" stroke="none" pointer-events="all"/><g fill="#000000" font-family="Helvetica" clip-path="url(#mx-clip-564-178-152-26-0)" font-size="12px"><text x="565.5" y="190.5">initialize_population()</text></g><rect x="560" y="199" width="160" height="26" fill="none" stroke="none" pointer-events="all"/><g fill="#000000" font-family="Helvetica" clip-path="url(#mx-clip-564-204-152-26-0)" font-size="12px"><text x="565.5" y="216.5">evaluate_population()</text></g><rect x="560" y="225" width="160" height="26" fill="none" stroke="none" pointer-events="all"/><g fill="#000000" font-family="Helvetica" clip-path="url(#mx-clip-564-230-152-26-0)" font-size="12px"><text x="565.5" y="242.5">summarize_population()</text></g><rect x="560" y="251" width="160" height="26" fill="none" stroke="none" pointer-events="all"/><g fill="#000000" font-family="Helvetica" clip-path="url(#mx-clip-564-256-152-26-0)" font-size="12px"><text x="565.5" y="268.5">evolve_population()</text></g><path d="M 840 119 L 840 93 L 1000 93 L 1000 119" fill="#e0e0e0" stroke="#000000" stroke-miterlimit="10" pointer-events="all"/><path d="M 840 119 L 840 145 L 1000 145 L 1000 119" fill="#ffffff" stroke="#000000" stroke-miterlimit="10" pointer-events="all"/><path d="M 840 119 L 1000 119" fill="none" stroke="#000000" stroke-miterlimit="10" pointer-events="all"/><g fill="#000000" font-family="Helvetica" text-anchor="middle" font-size="14px"><text x="919.5" y="111.5">Encoding</text></g><rect x="840" y="119" width="160" height="26" fill="none" stroke="none" pointer-events="all"/><g fill="#000000" font-family="Helvetica" clip-path="url(#mx-clip-844-124-152-26-0)" font-size="12px"><text x="845.5" y="136.5">create_genome()</text></g><ellipse cx="640" cy="313" rx="20" ry="20" fill="#ffffff" stroke="#000000" pointer-events="all"/><path d="M 625 333 L 655 333" fill="none" stroke="#000000" stroke-miterlimit="10" pointer-events="all"/><path d="M 640 333 L 640 1093" fill="none" stroke="#000000" stroke-miterlimit="10" stroke-dasharray="3 3" pointer-events="all"/><rect x="635" y="353" width="10" height="180" fill="#ffffff" stroke="#000000" pointer-events="all"/><rect x="635" y="588" width="10" height="120" fill="#ffffff" stroke="#000000" pointer-events="all"/><ellipse cx="920" cy="313" rx="20" ry="20" fill="#ffffff" stroke="#000000" pointer-events="all"/><path d="M 905 333 L 935 333" fill="none" stroke="#000000" stroke-miterlimit="10" pointer-events="all"/><path d="M 920 333 L 920 1093" fill="none" stroke="#000000" stroke-miterlimit="10" stroke-dasharray="3 3" pointer-events="all"/><ellipse cx="360" cy="313" rx="20" ry="20" fill="#ffffff" stroke="#000000" pointer-events="all"/><path d="M 345 333 L 375 333" fill="none" stroke="#000000" stroke-miterlimit="10" pointer-events="all"/><path d="M 360 333 L 360 1093" fill="none" stroke="#000000" stroke-miterlimit="10" stroke-dasharray="3 3" pointer-events="all"/><rect x="355" y="343" width="10" height="740" fill="#ffffff" stroke="#000000" pointer-events="all"/><rect x="350" y="558" width="20" height="10" fill="#ffffff" stroke="#000000" pointer-events="all"/><rect x="350" y="1053" width="20" height="10" fill="#ffffff" stroke="#000000" pointer-events="all"/><ellipse cx="80" cy="313" rx="20" ry="20" fill="#ffffff" stroke="#000000" pointer-events="all"/><path d="M 65 333 L 95 333" fill="none" stroke="#000000" stroke-miterlimit="10" pointer-events="all"/><path d="M 80 333 L 80 1093" fill="none" stroke="#000000" stroke-miterlimit="10" stroke-dasharray="3 3" pointer-events="all"/><rect x="640" y="366" width="10" height="30" fill="#ffffff" stroke="#000000" pointer-events="all"/><rect x="650" y="366" width="100" height="20" fill="none" stroke="none" pointer-events="all"/><g transform="translate(-0.5 -0.5)"><switch><foreignObject style="overflow: visible; text-align: left;" pointer-events="none" width="100%" height="100%" requiredFeatures="http://www.w3.org/TR/SVG11/feature#Extensibility"><div xmlns="http://www.w3.org/1999/xhtml" style="display: flex; align-items: unsafe flex-start; justify-content: unsafe flex-start; width: 1px; height: 1px; padding-top: 369px; margin-left: 652px;"><div style="box-sizing: border-box; font-size: 0; text-align: left; "><div style="display: inline-block; font-size: 12px; font-family: Helvetica; color: #000000; line-height: 1.2; pointer-events: all; white-space: nowrap; ">create genotype</div></div></div></foreignObject><text x="652" y="381" fill="#000000" font-family="Helvetica" font-size="12px">create genotype</text></switch></g><rect x="915" y="403" width="10" height="70" fill="#ffffff" stroke="#000000" pointer-events="all"/><rect x="640" y="483" width="10" height="30" fill="#ffffff" stroke="#000000" pointer-events="all"/><rect x="650" y="483" width="170" height="20" fill="none" stroke="none" pointer-events="all"/><g transform="translate(-0.5 -0.5)"><switch><foreignObject style="overflow: visible; text-align: left;" pointer-events="none" width="100%" height="100%" requiredFeatures="http://www.w3.org/TR/SVG11/feature#Extensibility"><div xmlns="http://www.w3.org/1999/xhtml" style="display: flex; align-items: unsafe flex-start; justify-content: unsafe flex-start; width: 1px; height: 1px; padding-top: 486px; margin-left: 652px;"><div style="box-sizing: border-box; font-size: 0; text-align: left; "><div style="display: inline-block; font-size: 12px; font-family: Helvetica; color: #000000; line-height: 1.2; pointer-events: all; white-space: nowrap; ">population.append(genome)</div></div></div></foreignObject><text x="652" y="498" fill="#000000" font-family="Helvetica" font-size="12px">population.append(genome)</text></switch></g><rect x="75" y="618" width="10" height="40" fill="#ffffff" stroke="#000000" pointer-events="all"/><path d="M 85 653 L 622.88 653" fill="none" stroke="#000000" stroke-miterlimit="10" stroke-dasharray="3 3" pointer-events="stroke"/><path d="M 629.88 653 L 622.88 656.5 L 622.88 649.5 Z" fill="#000000" stroke="#000000" stroke-miterlimit="10" pointer-events="all"/><g transform="translate(-0.5 -0.5)"><switch><foreignObject style="overflow: visible; text-align: left;" pointer-events="none" width="100%" height="100%" requiredFeatures="http://www.w3.org/TR/SVG11/feature#Extensibility"><div xmlns="http://www.w3.org/1999/xhtml" style="display: flex; align-items: unsafe flex-end; justify-content: unsafe center; width: 1px; height: 1px; padding-top: 650px; margin-left: 358px;"><div style="box-sizing: border-box; font-size: 0; text-align: center; "><div style="display: inline-block; font-size: 11px; font-family: Helvetica; color: #000000; line-height: 1.2; pointer-events: all; background-color: #ffffff; white-space: nowrap; "><font style="font-size: 12px">return fitness</font></div></div></div></foreignObject><text x="358" y="650" fill="#000000" font-family="Helvetica" font-size="11px" text-anchor="middle">return fitness</text></switch></g><rect x="640" y="663" width="10" height="30" fill="#ffffff" stroke="#000000" pointer-events="all"/><rect x="650" y="663" width="130" height="20" fill="none" stroke="none" pointer-events="all"/><g transform="translate(-0.5 -0.5)"><switch><foreignObject style="overflow: visible; text-align: left;" pointer-events="none" width="100%" height="100%" requiredFeatures="http://www.w3.org/TR/SVG11/feature#Extensibility"><div xmlns="http://www.w3.org/1999/xhtml" style="display: flex; align-items: unsafe flex-start; justify-content: unsafe flex-start; width: 1px; height: 1px; padding-top: 666px; margin-left: 652px;"><div style="box-sizing: border-box; font-size: 0; text-align: left; "><div style="display: inline-block; font-size: 12px; font-family: Helvetica; color: #000000; line-height: 1.2; pointer-events: all; white-space: nowrap; ">genome.set_fitness()</div></div></div></foreignObject><text x="652" y="678" fill="#000000" font-family="Helvetica" font-size="12px">genome.set_fitness()</text></switch></g><path d="M 98.12 628 L 635 628" fill="none" stroke="#000000" stroke-miterlimit="10" pointer-events="stroke"/><path d="M 91.12 628 L 98.12 624.5 L 98.12 631.5 Z" fill="#000000" stroke="#000000" stroke-miterlimit="10" pointer-events="all"/><g transform="translate(-0.5 -0.5)"><switch><foreignObject style="overflow: visible; text-align: left;" pointer-events="none" width="100%" height="100%" requiredFeatures="http://www.w3.org/TR/SVG11/feature#Extensibility"><div xmlns="http://www.w3.org/1999/xhtml" style="display: flex; align-items: unsafe flex-end; justify-content: unsafe center; width: 1px; height: 1px; padding-top: 625px; margin-left: 363px;"><div style="box-sizing: border-box; font-size: 0; text-align: center; "><div style="display: inline-block; font-size: 11px; font-family: Helvetica; color: #000000; line-height: 1.2; pointer-events: all; background-color: #ffffff; white-space: nowrap; "><font style="font-size: 12px">environment.eval_genome_fitness()</font></div></div></div></foreignObject><text x="363" y="625" fill="#000000" font-family="Helvetica" font-size="11px" text-anchor="middle">environment.eval_genome_fitness()</text></switch></g><path d="M 378.62 799 L 640 799" fill="none" stroke="#000000" stroke-miterlimit="10" stroke-dasharray="3 3" pointer-events="stroke"/><path d="M 371.62 799 L 378.62 795.5 L 378.62 802.5 Z" fill="#000000" stroke="#000000" stroke-miterlimit="10" pointer-events="all"/><rect x="635" y="748" width="10" height="60" fill="#ffffff" stroke="#000000" pointer-events="all"/><rect x="640" y="763" width="10" height="30" fill="#ffffff" stroke="#000000" pointer-events="all"/><rect x="650" y="763" width="200" height="20" fill="none" stroke="none" pointer-events="all"/><g transform="translate(-0.5 -0.5)"><switch><foreignObject style="overflow: visible; text-align: left;" pointer-events="none" width="100%" height="100%" requiredFeatures="http://www.w3.org/TR/SVG11/feature#Extensibility"><div xmlns="http://www.w3.org/1999/xhtml" style="display: flex; align-items: unsafe flex-start; justify-content: unsafe flex-start; width: 1px; height: 1px; padding-top: 766px; margin-left: 652px;"><div style="box-sizing: border-box; font-size: 0; text-align: left; "><div style="display: inline-block; font-size: 12px; font-family: Helvetica; color: #000000; line-height: 1.2; pointer-events: all; white-space: nowrap; ">population.summarize_population()</div></div></div></foreignObject><text x="652" y="778" fill="#000000" font-family="Helvetica" font-size="12px">population.summarize_population()</text></switch></g><path d="M 378.62 1028 L 640 1028" fill="none" stroke="#000000" stroke-miterlimit="10" stroke-dasharray="3 3" pointer-events="stroke"/><path d="M 371.62 1028 L 378.62 1024.5 L 378.62 1031.5 Z" fill="#000000" stroke="#000000" stroke-miterlimit="10" pointer-events="all"/><path d="M 639.5 919 L 901.88 919" fill="none" stroke="#000000" stroke-miterlimit="10" pointer-events="stroke"/><path d="M 908.88 919 L 901.88 922.5 L 901.88 915.5 Z" fill="#000000" stroke="#000000" stroke-miterlimit="10" pointer-events="all"/><g transform="translate(-0.5 -0.5)"><switch><foreignObject style="overflow: visible; text-align: left;" pointer-events="none" width="100%" height="100%" requiredFeatures="http://www.w3.org/TR/SVG11/feature#Extensibility"><div xmlns="http://www.w3.org/1999/xhtml" style="display: flex; align-items: unsafe flex-end; justify-content: unsafe center; width: 1px; height: 1px; padding-top: 916px; margin-left: 775px;"><div style="box-sizing: border-box; font-size: 0; text-align: center; "><div style="display: inline-block; font-size: 11px; font-family: Helvetica; color: #000000; line-height: 1.2; pointer-events: all; background-color: #ffffff; white-space: nowrap; "><font style="font-size: 12px">encoding.create_genome<font style="font-size: 12px">()</font></font></div></div></div></foreignObject><text x="775" y="916" fill="#000000" font-family="Helvetica" font-size="11px" text-anchor="middle">encoding.create_genome()</text></switch></g><path d="M 658.12 966 L 919.5 966" fill="none" stroke="#000000" stroke-miterlimit="10" stroke-dasharray="3 3" pointer-events="stroke"/><path d="M 651.12 966 L 658.12 962.5 L 658.12 969.5 Z" fill="#000000" stroke="#000000" stroke-miterlimit="10" pointer-events="all"/><g transform="translate(-0.5 -0.5)"><switch><foreignObject style="overflow: visible; text-align: left;" pointer-events="none" width="100%" height="100%" requiredFeatures="http://www.w3.org/TR/SVG11/feature#Extensibility"><div xmlns="http://www.w3.org/1999/xhtml" style="display: flex; align-items: unsafe flex-end; justify-content: unsafe center; width: 1px; height: 1px; padding-top: 963px; margin-left: 785px;"><div style="box-sizing: border-box; font-size: 0; text-align: center; "><div style="display: inline-block; font-size: 11px; font-family: Helvetica; color: #000000; line-height: 1.2; pointer-events: all; background-color: #ffffff; white-space: nowrap; "><font style="font-size: 12px">return genome<br /></font></div></div></div></foreignObject><text x="785" y="963" fill="#000000" font-family="Helvetica" font-size="11px" text-anchor="middle">return genome&#xa;</text></switch></g><rect x="635" y="858" width="10" height="180" fill="#ffffff" stroke="#000000" pointer-events="all"/><rect x="640" y="871" width="10" height="30" fill="#ffffff" stroke="#000000" pointer-events="all"/><rect x="650" y="871" width="160" height="20" fill="none" stroke="none" pointer-events="all"/><g transform="translate(-0.5 -0.5)"><switch><foreignObject style="overflow: visible; text-align: left;" pointer-events="none" width="100%" height="100%" requiredFeatures="http://www.w3.org/TR/SVG11/feature#Extensibility"><div xmlns="http://www.w3.org/1999/xhtml" style="display: flex; align-items: unsafe flex-start; justify-content: unsafe flex-start; width: 1px; height: 1px; padding-top: 874px; margin-left: 652px;"><div style="box-sizing: border-box; font-size: 0; text-align: left; "><div style="display: inline-block; font-size: 12px; font-family: Helvetica; color: #000000; line-height: 1.2; pointer-events: all; white-space: nowrap; ">mutate/crossover genotype</div></div></div></foreignObject><text x="652" y="886" fill="#000000" font-family="Helvetica" font-size="12px">mutate/crossover genotype</text></switch></g><rect x="915" y="908" width="10" height="70" fill="#ffffff" stroke="#000000" pointer-events="all"/><rect x="640" y="988" width="10" height="30" fill="#ffffff" stroke="#000000" pointer-events="all"/><rect x="650" y="988" width="170" height="20" fill="none" stroke="none" pointer-events="all"/><g transform="translate(-0.5 -0.5)"><switch><foreignObject style="overflow: visible; text-align: left;" pointer-events="none" width="100%" height="100%" requiredFeatures="http://www.w3.org/TR/SVG11/feature#Extensibility"><div xmlns="http://www.w3.org/1999/xhtml" style="display: flex; align-items: unsafe flex-start; justify-content: unsafe flex-start; width: 1px; height: 1px; padding-top: 991px; margin-left: 652px;"><div style="box-sizing: border-box; font-size: 0; text-align: left; "><div style="display: inline-block; font-size: 12px; font-family: Helvetica; color: #000000; line-height: 1.2; pointer-events: all; white-space: nowrap; ">population.append(genome)</div></div></div></foreignObject><text x="652" y="1003" fill="#000000" font-family="Helvetica" font-size="12px">population.append(genome)</text></switch></g></g><switch><g requiredFeatures="http://www.w3.org/TR/SVG11/feature#Extensibility"/><a transform="translate(0,-5)" xlink:href="https://desk.draw.io/support/solutions/articles/16000042487" target="_blank"><text text-anchor="middle" font-size="10px" x="50%" y="100%">Viewer does not support full SVG 1.1</text></a></switch></svg>