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/** __ __
* _____ _/ /_/ /_ Computational Intelligence Library (CIlib)
* / ___/ / / / __ \ (c) CIRG @ UP
* / /__/ / / / /_/ / http://cilib.net
* \___/_/_/_/_.___/
*/
package net.sourceforge.cilib.math.random;
import static com.google.common.base.Preconditions.checkArgument;
import net.sourceforge.cilib.controlparameter.ConstantControlParameter;
import net.sourceforge.cilib.controlparameter.ControlParameter;
import net.sourceforge.cilib.math.random.generator.Rand;
public class CauchyDistribution implements ProbabilityDistributionFunction {
private ControlParameter location;
private ControlParameter scale;
/**
* Default Constructor
*/
public CauchyDistribution() {
this.location = ConstantControlParameter.of(0.0);
this.scale = ConstantControlParameter.of(1.0);
}
/**
* Convenience method to obtain a Cauchy number. The distribution has a
* {@code mean = 0.0} and {@code deviation = 1.0}.
*
* @return A Cauchy number in the given distribution.
*/
@Override
public double getRandomNumber() {
return getRandomNumber(location.getParameter(), scale.getParameter());
}
/**
* Return a random number sampled from the Cauchy distribution.
* Two parameters are required. The first specifies the location,
* the second specifies the scale.
* @param locationScale the location (mean) and scale (deviation) of the
* distribution.
* @return A Cauchy number specified by {@code location} and {@code scale}.
*/
@Override
public double getRandomNumber(double... locationScale) {
checkArgument(locationScale.length == 2, "The Cauchy distribution requires two parameters.");
checkArgument(locationScale[1] > 0, "The scale must be greater than zero.");
double x = Rand.nextDouble(); // Uniform number between 0.0 and 1.0
return locationScale[0] + locationScale[1] * Math.tan(Math.PI * (x - 0.5));
}
public void setScale(ControlParameter scale) {
this.scale = scale;
}
public ControlParameter getScale() {
return scale;
}
public void setLocation(ControlParameter location) {
this.location = location;
}
public ControlParameter getLocation() {
return location;
}
}
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