net.sourceforge.cilib.neuralnetwork.generic.trainingstrategies
Class SquaredErrorFunction

java.lang.Object
  net.sourceforge.cilib.neuralnetwork.generic.trainingstrategies.SquaredErrorFunction

All Implemented Interfaces:

ErrorSignal

public class SquaredErrorFunction
extends Object
implements ErrorSignal

Author:

stefanv

Constructor Summary

SquaredErrorFunction()
Create an instance of SquaredErrorFunction.

Method Summary

Type	computeBaseDelta(Type desired, Type output, Type outputFunctionDerivative)
Type	computeRecursiveDelta(Type outputFunctionDerivative, TypeList delta, ArrayList<Weight> w, Type output)

Methods inherited from class java.lang.Object

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

Constructor Detail

SquaredErrorFunction

public SquaredErrorFunction()

Create an instance of SquaredErrorFunction.

Method Detail

computeBaseDelta

public Type computeBaseDelta(Type desired,
                             Type output,
                             Type outputFunctionDerivative)

Specified by:

computeBaseDelta in interface ErrorSignal

computeRecursiveDelta

public Type computeRecursiveDelta(Type outputFunctionDerivative,
                                  TypeList delta,
                                  ArrayList<Weight> w,
                                  Type output)

Specified by:

computeRecursiveDelta in interface ErrorSignal