/// <summary>
/// Creates a new <see cref="Population{TProgram,TOutput}" /> with the given arguments.
/// </summary>
/// <param name="maxSize">The maximum size of the population.</param>
/// <param name="primitives">The primitive set used to generate new programs.</param>
/// <param name="programGenerator">The generator of new programs.</param>
/// <param name="programComparer">The function used to compare programs and select the best program.</param>
/// <param name="selectionOperator">The operator to perform selection.</param>
/// <param name="crossoverOperator">The operator to crossover programs. </param>
/// <param name="mutationOperator">The operator to mutate programs.</param>
/// <param name="maxGenerationDepth">The maximum depth of elements generated during GP.</param>
/// <param name="maxElementLength">The maximum length of elements generated during GP.</param>
/// <param name="crossoverPercent">The percentage of a population used for the crossover operator during GP.</param>
/// <param name="mutationPercent">The percentage of a population used for the mutation operator during GP.</param>
/// <param name="elitismPercent">The percentage of a population used for elite selection during GP.</param>
public Population(
uint maxSize,
PrimitiveSet <TProgram> primitives,
IProgramGenerator <TProgram, TOutput> programGenerator,
IComparer <TProgram> programComparer,
ISelectionOperator <TProgram> selectionOperator,
ICrossoverOperator <TProgram> crossoverOperator,
IMutationOperator <TProgram> mutationOperator,
uint maxGenerationDepth = 4,
uint maxElementLength = 20,
double crossoverPercent = 0.65d,
double mutationPercent = 0.2d,
double elitismPercent = 0.1d)
{
this._maxSize = maxSize;
this._primitives = primitives;
this._programGenerator = programGenerator;
this._maxGenerationDepth = maxGenerationDepth;
this._maxElementLength = maxElementLength;
this._programComparer = programComparer;
this._selectionOperator = selectionOperator;
this._mutationOperator = mutationOperator;
this._crossoverOperator = crossoverOperator;
this.ElitismPercent = elitismPercent;
this.MutationPercent = mutationPercent;
this.CrossoverPercent = crossoverPercent;
}
/// <summary>
/// Creates anew <see cref="SubtreeMutation{TProgram,TOutput}" /> with the given arguments.
/// </summary>
/// <param name="programGenerator">The generator for new sub-programs. </param>
/// <param name="primitives">The primitive set to be used in mutation operations.</param>
/// <param name="maxDepth">The maximum depth of new random sub-programs.</param>
public SubtreeMutation(
IProgramGenerator <TProgram, TOutput> programGenerator, PrimitiveSet <TProgram> primitives,
uint maxDepth)
{
this._primitives = primitives;
this._programGenerator = programGenerator;
this.MaxDepth = maxDepth;
}
public ProjectTemplateEntry(IProgramGenerator projectGenerator)
{
ProjectGenerator = projectGenerator;
}
