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

[Excalibur]

> +  }
> +
> +  // Add genome to existing species or create new species.
> +  void AddGenomeToSpecies(Population& population, Genome& genome) {
> +    for (ssize_t i=0; i<population.aSpecies.size(); ++i) {
> +      if (population.aSpecies[i].aGenomes.size() > 0) {
> +        if (IsSameSpecies(population.aSpecies[i].aGenomes[0], genome)) {  // each first genome in species is the representative genome.
> +          population.aSpecies[i].AddGenome(genome);
> +          return;
> +        }
> +      }
> +    }
> +
> +    Species newSpecies = Species();
> +    newSpecies.AddGenome(genome);
> +    newSpecies.Id(population.NextSpeciesId());  // NOTICE: changed species id.

Good point! revised.

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