public SimplifiedFuzzyARTMap(int inputSizeA, int inputSizeB,
double artABasedVigilance, double artAChoiceValue, double artABeta)
{
this.map = new NeuronLayer();
this.Beta = 1.0;
this.artA = new SimplifiedFuzzyART(inputSizeA, 0.5, artAChoiceValue, false);
this.artB = new SimplifiedFuzzyART(inputSizeB, 1.0, 0.0001, false);
this.Vigilance = 1.0;
this.BasedVigilanceA = artABasedVigilance;
this.ArtA.Beta = artABeta;
this.BasedVigilanceB = 1.0;
this.ArtB.Beta = 1.0;
}
public SimplifiedFuzzyARTMap(int inputSizeA, int inputSizeB,
double artABasedVigilance, double artAChoiceValue, double artABeta)
{
this.map = new NeuronLayer();
this.Beta = 1.0;
this.artA = new SimplifiedFuzzyART(inputSizeA, 0.5, artAChoiceValue, false);
this.artB = new SimplifiedFuzzyART(inputSizeB, 1.0, 0.0001, false);
this.Vigilance = 1.0;
this.BasedVigilanceA = artABasedVigilance;
this.ArtA.Beta = artABeta;
this.BasedVigilanceB = 1.0;
this.ArtB.Beta = 1.0;
}
public void TearDown()
{
art = null;
}
public void SetUp()
{
art = new SimplifiedFuzzyART(4, VIGILANCE, CHOICE);
art.Beta = 0.8;
}