/**
* Set the RBF components to random values.
*
* @param min Minimum random value.
* @param max Max random value.
* @param t The type of RBF to use.
*/
public void randomizeRBFCentersAndWidths(final double min, final double max, final RBFEnum t) {
final int dimensions = getInputCount();
final double[] centers = new double[dimensions];
for (int i = 0; i < dimensions; i++) {
centers[i] = RangeRandomizer.randomize(min, max);
}
for (int i = 0; i < this.flat.getRBF().length; i++) {
setRBFFunction(i, t, centers, RangeRandomizer.randomize(min, max));
}
}
public static double[] generate(int size, double low, double high) {
double[] result = new double[size];
for (int i = 0; i < result.length; i++) {
result[i] = RangeRandomizer.randomize(low, high);
}
return result;
}
public static double[] distort(double[] d, double distort) {
double[] result = new double[d.length];
for (int i = 0; i < d.length; i++) {
double pct = RangeRandomizer.randomize(0, distort) - (distort / 2);
pct += 1.0;
result[i] = d[i] * pct;
}
return result;
}
@Override
public void randomize() {
int countPer = (sourceUniverse.getCellFactory().size() * 3) + 1;
double[] d = new double[countPer * this.ruleCount * 2];
for (int i = 0; i < this.physics.length; i++) {
d[i] = RangeRandomizer.randomize(-1, 1);
}
setPhysics(d);
}