Class GeneticParameters

Namespace

AiDotNet.Interfaces

Assembly

AiDotNet.dll

Parameters for configuring a genetic algorithm.

public class GeneticParameters

Inheritance

object

GeneticParameters

Inherited Members

object.Equals(object)

object.Equals(object, object)

object.GetHashCode()

object.GetType()

object.MemberwiseClone()

object.ReferenceEquals(object, object)

object.ToString()

Properties

CrossoverOperator

Gets or sets the name of the crossover operator to use.

public string CrossoverOperator { get; set; }

Property Value

string

CrossoverRate

Gets or sets the probability of crossover occurring.

public double CrossoverRate { get; set; }

Property Value

double

ElitismRate

Gets or sets the elitism rate (percentage of top individuals to preserve unchanged).

public double ElitismRate { get; set; }

Property Value

double

FitnessThreshold

Gets or sets the fitness threshold for termination.

public double FitnessThreshold { get; set; }

Property Value

double

InitializationMethod

Gets or sets the initialization method to use for creating the initial population.

public InitializationMethod InitializationMethod { get; set; }

Property Value

InitializationMethod

MaxGenerations

Gets or sets the maximum number of generations to evolve.

public int MaxGenerations { get; set; }

Property Value

int

MaxGenerationsWithoutImprovement

Gets or sets the maximum number of generations without improvement before termination.

public int MaxGenerationsWithoutImprovement { get; set; }

Property Value

int

MaxTime

Gets or sets the maximum time allowed for evolution.

public TimeSpan MaxTime { get; set; }

Property Value

TimeSpan

MutationOperator

Gets or sets the name of the mutation operator to use.

public string MutationOperator { get; set; }

Property Value

string

MutationRate

Gets or sets the probability of mutation occurring.

public double MutationRate { get; set; }

Property Value

double

PopulationSize

Gets or sets the size of the population.

public int PopulationSize { get; set; }

Property Value

int

SelectionMethod

Gets or sets the selection method to use.

public SelectionMethod SelectionMethod { get; set; }

Property Value

SelectionMethod

TournamentSize

Gets or sets the tournament size for tournament selection.

public int TournamentSize { get; set; }

Property Value

int

UseParallelEvaluation

Gets or sets whether to use parallel evaluation of fitness.

public bool UseParallelEvaluation { get; set; }

Property Value

bool