/// <summary>
/// Generate a random genome.
/// </summary>
/// <param name="rnd">Random number generator.</param>
/// <param name="eval">The evaluator.</param>
/// <returns>The random genome.</returns>
private TreeGenome RandomGenome(IGenerateRandom rnd, EvaluateExpression eval)
{
var result = new TreeGenome(eval);
result.Root = eval.Grow(rnd, 5);
return(result);
}
/// <summary>
/// Create an initial random population.
/// </summary>
/// <param name="rnd">A random number generator.</param>
/// <param name="eval">The expression evaluator.</param>
/// <returns>The new population.</returns>
private IPopulation InitPopulation(IGenerateRandom rnd, EvaluateExpression eval)
{
IPopulation result = new BasicPopulation(PopulationSize, null);
var defaultSpecies = new BasicSpecies();
defaultSpecies.Population = result;
for (int i = 0; i < PopulationSize; i++)
{
TreeGenome genome = RandomGenome(rnd, eval);
defaultSpecies.Add(genome);
}
result.GenomeFactory = new TreeGenomeFactory(eval);
result.Species.Add(defaultSpecies);
return(result);
}
