lnsc
Class LinearUnit

java.lang.Object
  |
  +--lnsc.AbstractFunctionalUnit
        |
        +--lnsc.AbstractSimpleUnit
              |
              +--lnsc.LinearUnit

All Implemented Interfaces:

java.lang.Cloneable, FunctionalUnit, java.io.Serializable

public final class LinearUnit

extends AbstractSimpleUnit

A univariate single-valued linear function. Principally used as input in neural networks. It has the form: f(x) = factor*x + offset.

Since:

1.0

See Also:

Serialized Form

Nested Class Summary

Nested classes inherited from class lnsc.FunctionalUnit

FunctionalUnit.ProcessPatternResult

Field Summary

Fields inherited from interface lnsc.FunctionalUnit

EMPTY_PATTERN

Constructor Summary

LinearUnit()
Creates a simple linear unit with Factor=1.0 and Offset=0.0.

LinearUnit(double newFactor, double newOffset)
Creates a simple linear unit with given factor and offset.

Method Summary

java.lang.String

toString()

Methods inherited from class lnsc.AbstractSimpleUnit

getFactor, getOffset, processPattern, setFactor, setOffset

Methods inherited from class lnsc.AbstractFunctionalUnit

clone, getInputCount, getOutputCount, isDifferentiable, isStateless, isTwiceDifferentiable, processDataSet, reset

Methods inherited from class java.lang.Object

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

Constructor Detail

LinearUnit

public LinearUnit()

Creates a simple linear unit with Factor=1.0 and Offset=0.0.

LinearUnit

public LinearUnit(double newFactor,
                  double newOffset)

Creates a simple linear unit with given factor and offset.

Parameters:

newFactor - Function factor.

newOffset - Function offset.

Method Detail

toString

public java.lang.String toString()

Overrides:

toString in class AbstractSimpleUnit