[mlpack-git] [mlpack/mlpack] Neural evolution algorithms implementation (CNE, NEAT, HyperNEAT) (#686)

Marcus Edel notifications at github.com
Thu Jul 14 21:48:19 EDT 2016


> +    // Remove stale species.
> +    if (aPopulation.aSpecies.size() > 10) {
> +      RemoveStaleSpecies(aPopulation);
> +    }
> +
> +    // Remove weak genomes in each species.
> +    CullSpecies(aPopulation, aCullSpeciesPercentage);
> +
> +    // Remove weak species.
> +    if (aPopulation.aSpecies.size() > 10) {
> +      RemoveWeakSpecies(aPopulation);
> +    }
> +
> +    // Breed children in each species. 
> +    std::vector<double> speciesAverageRank;
> +    CalcSpeciesAverageRank(aPopulation, speciesAverageRank);

Yes, I think that's what Stanley is trying to explain.

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