/// <summary>
/// Creates a new GA object with default values.
/// </summary>
public GA()
{
InitializeComponent();
LicenseManager.Validate(this.GetType(), this);
Objective = null;
Scaler = new ScalingDelegate(new Scaling.LinearFitnessScaler().Scale);
Selector = new SelectionDelegate(Selection.RouletteSelector.Select);
Recombinator = new RecombinationDelegate(Recombination.SinglePointCrossover.Recombine);
//geneDescriptors = new GeneDescriptor[1];
//geneDescriptors[0] = new BinaryGeneDescriptor();
geneDescriptor = new BinaryGeneDescriptor();
highestObjective = System.Int32.MinValue;
lowestObjective = System.Int32.MaxValue;
license = LicenseManager.Validate(typeof(GA), this);
encodingType = defaultEncodingType;
selectionMethod = defaultSelectionMethod;
recombinationOperator = defaultRecombinationOperator;
mutationOperator = defaultMutationOperator;
//PreScaler
fitnessScaling = defaultFitnessScaling;
}
public GeneDescriptor[] ImportType()
{
GeneDescriptor[] geneDescriptors;
FieldInfo[] fields;
fields = type.GetFields( BindingFlags.Public | BindingFlags.NonPublic | BindingFlags.Instance );
geneDescriptors = new GeneDescriptor[fields.Length];
int i=0;
foreach(FieldInfo field in fields)
{
System.Type fieldType = field.FieldType;
switch(fieldType.ToString())
{
case "System.Int32":
geneDescriptors[i] = new IntegerGeneDescriptor(0, 1000);
geneDescriptors[i].Name = field.Name;
break;
case "System.Double":
geneDescriptors[i] = new DoubleGeneDescriptor();
geneDescriptors[i].Name = field.Name;
break;
}
System.Diagnostics.Debug.WriteLine(field.ToString() + ": " + field.FieldType.ToString());
i++;
}
return geneDescriptors;
}
/// <summary>
/// Creates a new gene.
/// </summary>
public Gene(GeneDescriptor geneDescriptor, int label)
{
this.Descriptor = geneDescriptor;
this.label = label;
}
/// <summary>
/// Creates a new Gene.
/// </summary>
public Gene(GeneDescriptor geneDescriptor) : this(geneDescriptor, 0)
{
}
public void AddGene(GeneDescriptor geneDescriptor)
{
genes.Add(geneDescriptor);
}
/// <summary>
/// Creates a new GA object with default values.
/// </summary>
public GA()
{
InitializeComponent();
LicenseManager.Validate( this.GetType(), this );
Objective = null;
Scaler = new ScalingDelegate ( new Scaling.LinearFitnessScaler().Scale );
Selector = new SelectionDelegate ( Selection.RouletteSelector.Select );
Recombinator= new RecombinationDelegate ( Recombination.SinglePointCrossover.Recombine );
//geneDescriptors = new GeneDescriptor[1];
//geneDescriptors[0] = new BinaryGeneDescriptor();
geneDescriptor = new BinaryGeneDescriptor();
highestObjective = System.Int32.MinValue;
lowestObjective = System.Int32.MaxValue;
license = LicenseManager.Validate(typeof(GA), this);
encodingType = defaultEncodingType;
selectionMethod = defaultSelectionMethod;
recombinationOperator = defaultRecombinationOperator;
mutationOperator = defaultMutationOperator;
//PreScaler
fitnessScaling = defaultFitnessScaling;
}
public void AddGene(GeneDescriptor geneDescriptor)
{
genes.Add(geneDescriptor);
}
/// <summary>
/// Creates a new gene.
/// </summary>
public Gene(GeneDescriptor geneDescriptor, int label)
{
this.Descriptor = geneDescriptor;
this.label = label;
}
/// <summary>
/// Creates a new Gene.
/// </summary>
public Gene(GeneDescriptor geneDescriptor) : this(geneDescriptor, 0) {}