Martijho-PathNet-search-plots

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| [[File:Population_diversity_high2low.png|thumb|300px|alt=Population diversity in high2low search|FILLER]]
| [[File:Population_diversity_high2low.png|thumb|300px|alt=Population diversity in high2low search|FILLER]]
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== Path size ==
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{|style="margin: 0 auto;"
{|style="margin: 0 auto;"
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| [[File:600binMNIST_module_reuse_histogram.png|300px|thumb|upright|alt=module reuse plot|Distribution of module reuse in s+s and p+s searches along side the distribution for a random module selection]]
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| [[File:Average_path_size.png|300px|thumb|upright|alt=Path size|FILLER]]
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| [[File:600binMNIST_training_boxplot.png|thumb|300px|upright|alt=average training|Average training each module in a path undergoes for s+s and p+s searches plotted over the amount of module reuse]]
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| [[File:Average_size_by_layer.png|thumb|300px|upright|alt=Layer size|FILLER]]
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| [[Fil:600binMNIST_reuse_by_layer.png|thumb|300px|alt=reuse by layer|Amount of module reuse for each layer in s+s and p+s searches alongside amount of reuse when randomly selecting modules]]
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| [[Fil:600binMNIST_evaluation_vs_training.png|thumb|300px|alt=evaluation vs training|Validation accuracy for each model as a function of average training each module in the path recieved.]]
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Revision as of 15:37, 27 February 2018

Population Diversity

Population diversity is calculated by the home-made metric of average distance to centroid genotype within each generation, which yields the same results as a pairwise Hamming distance

Population diversity in recomb search
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Population diversity in low search
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Population diversity in high search
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Population diversity in low2high search
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Population diversity in high2low search
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Path size

Path size
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Layer size
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