public void InitializePopulation()
{
Population = new List<Genome>();
for (int i = 0; i < _populationSize; i++)
{
Genome genome = new Genome(_geneSize);
genome.RandomizeGeneValues();
Population.Add(genome);
}
}
/// <summary>
/// Creates a <see cref="Genome"/> from a string of bits.
/// </summary>
/// <param name="bitString">A bit string, e.g. 100 001</param>
/// <returns></returns>
public static Genome FromString(string bitString)
{
if (string.IsNullOrEmpty(bitString))
throw new ArgumentNullException("bitString", "bitString parameter is empty");
bitString = bitString.Replace(" ", "");
Genome genome = new Genome(bitString.Length);
for (int i = 0; i < bitString.Length; i++)
{
if (bitString[i] != '0')
genome.SetGeneOn(i);
}
return genome;
}
public virtual int FitnessFunction(Genome genome)
{
return genome.Total;
}
public Genome Clone()
{
Genome clonedGenome = new Genome(_genes.Length);
List<bool> genes = Genes.ToList();
for (int i = 0; i < _genes.Length; i++)
{
clonedGenome._genes[i] = genes[i];
}
return clonedGenome;
}
public void SwapWith(Genome genome, int toPosition)
{
List<bool> sourceGenes = genome.Genes.ToList();
for (int i = 0; i < toPosition; i++)
{
_genes[i] = sourceGenes[i];
}
}
public virtual int FitnessFunction(Genome genome)
{
return(genome.Total);
}