org.neuroph.util.random

Class DistortRandomizer

java.lang.Object

org.neuroph.util.random.WeightsRandomizer

org.neuroph.util.random.DistortRandomizer

public class DistortRandomizer
extends WeightsRandomizer

This class provides distort randomization technique, which distorts existing weight values using specified distortion factor. Weights are distorted using following formula: newWeightValue = currentWeightValue + (distortionFactor - (random * distortionFactor * 2))

Constructor Summary

Constructors

Constructor and Description
DistortRandomizer(double distortionFactor) Create a new instance of DistortRandomizer with specified distortion factor

Method Summary

Methods inherited from class org.neuroph.util.random.WeightsRandomizer

getRandomGen, randomize

Methods inherited from class java.lang.Object

equals, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Constructor Detail

DistortRandomizer

public DistortRandomizer(double distortionFactor)

Create a new instance of DistortRandomizer with specified distortion factor

Parameters:

distortionFactor - amount to distort existing weights