public void CreationStep_InitialInfinities(double input)
{
var layers = new TermLayer <LinearMembershipFunction>();
layers.CreationStep(input, 0, 0);
Assert.AreEqual(3, layers.Cores.Length);
Assert.IsTrue(layers.Cores.Any(z => Math.Abs(z.X - input) < 1e-5));
}
public void CreationStep_CorrectlyOutsideTerm(double input)
{
var zero = TermCore.Create(0);
var one = TermCore.Create(1);
zero.AccumulatedError = 1;
one.AccumulatedError = 1;
var layers = new TermLayer <LinearMembershipFunction>(new[]
{
zero, one
});
layers.CreationStep(input, 0, 0);
Assert.AreEqual(5, layers.Cores.Length);
Assert.IsTrue(layers.Cores.Any(z => Math.Abs(z.X - input) < 1e-5));
}
public void CreationStep_CorrectlyCreatedMidleTerm(double input)
{
var zero = TermCore.Create(0);
var one = TermCore.Create(1);
zero.AccumulatedError = 1;
one.AccumulatedError = 1;
var layers = new TermLayer <LinearMembershipFunction>(new[]
{
zero, one
});
layers.CreationStep(input, 0, 0);
Assert.AreEqual(5, layers.Cores.Length);
Assert.AreEqual(input, layers.Cores[2].X);
}