private void CheckChromosome()
{
if (Chromosome == null)
{
Chromosome = new float[LayersList.Sum(x => x.TotalParamCount)];
}
}
private EvolvableNet(EvolvableNet other) : base(other)
{
Fitness = other.Fitness;
Chromosome = new float[LayersList.Sum(x => x.TotalParamCount)];
other.Chromosome.CopyTo(Chromosome, 0);
//clones have different IDs!
Id = GetId();
}
public EvolvableNet(int xSize, int hSize, int ySize)
: base(1, 1, new GruLayer <float>(xSize, hSize),
new LinearLayer <float>(hSize, ySize),
new SoftMaxLayer <float>(ySize))
{
Chromosome = new float[LayersList.Sum(x => x.TotalParamCount)];
Id = GetId();
}