An Experiment on the Use of Genetic Algorithms for Topology Selection in Deep Learning

<table class="table-group" id="tab3"><tr><td><table class="table"><tr><td class="thead-hr" colspan="2"><hr/></td></tr><tr class="thead"><td class="align_left">Description</td><td class="align_center">Value(s)</td></tr><tr><td class="thead-hr" colspan="2"><hr/></td></tr><tr><td class="align_left">Population size</td><td class="align_center">200</td></tr><tr><td class="align_left">Generations</td><td class="align_center">20</td></tr><tr><td class="align_left">Crossover probability</td><td class="align_center">0.7</td></tr><tr><td class="align_left">Mutation probability</td><td class="align_center">0.2</td></tr><tr><td class="align_left">Elitism</td><td class="align_center">0.1</td></tr><tr><td class="align_left">Selection method</td><td class="align_center">Roulette</td></tr><tr class="table-tr"><td colspan="2"><hr class="tbody-hr"/></td></tr></table></td></tr></table>

Journal of Electrical and Computer Engineering

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Table 3

Table 3: An Experiment on the Use of Genetic Algorithms for Topology Selection in Deep Learning 