Overview | Package | Class | Use | Tree | Deprecated | Index | Help
PREV CLASS NEXT CLASS | FRAMES NO FRAMES
SUMMARY: NESTED | FIELD | CONSTR | METHOD | DETAIL: FIELD | CONSTR | METHOD

## org.encog.neural.networks.training.strategy
Class SmartMomentum

    java.lang.Object
      org.encog.neural.networks.training.strategy.SmartMomentum

All Implemented Interfaces:
  Strategy

    public class SmartMomentum

extends Object
implements Strategy

Attempt to automatically set a momentum in a training algorithm that supports momentum.

Author:
  jheaton

Field Summary
`static double` | `MAX_MOMENTUM` The maximum value that momentum can go to.
`static double` | `MIN_IMPROVEMENT` The minimum improvement to adjust momentum.
`static double` | `MOMENTUM_CYCLES` How many cycles to accept before adjusting momentum.
`static double` | `MOMENTUM_INCREASE` How much to increase momentum by.
`static double` | `START_MOMENTUM` The starting momentum.

Constructor Summary
`SmartMomentum()`

Method Summary
`void` | `init(MLTrain train)` Initialize this strategy.
`void` | `postIteration()` Called just after a training iteration.
`void` | `preIteration()` Called just before a training iteration.

Methods inherited from class java.lang.Object
`clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait`

Field Detail

### MIN_IMPROVEMENT

    public static final double MIN_IMPROVEMENT

  The minimum improvement to adjust momentum.

  See Also:
    Constant Field Values

### MAX_MOMENTUM

    public static final double MAX_MOMENTUM

  The maximum value that momentum can go to.

  See Also:
    Constant Field Values

### START_MOMENTUM

    public static final double START_MOMENTUM

  The starting momentum.

  See Also:
    Constant Field Values

### MOMENTUM_INCREASE

    public static final double MOMENTUM_INCREASE

  How much to increase momentum by.

  See Also:
    Constant Field Values

### MOMENTUM_CYCLES

    public static final double MOMENTUM_CYCLES

  How many cycles to accept before adjusting momentum.

  See Also:
    Constant Field Values

Constructor Detail

### SmartMomentum

    public SmartMomentum()

Method Detail

### init

    public final void init(MLTrain train)

  Initialize this strategy.

  Specified by:
    `init` in interface `Strategy`
  Parameters:
    `train` - The training algorithm.

### postIteration

    public final void postIteration()

  Called just after a training iteration.

  Specified by:
    `postIteration` in interface `Strategy`

### preIteration

    public final void preIteration()

  Called just before a training iteration.

  Specified by:
    `preIteration` in interface `Strategy`

Overview | Package | Class | Use | Tree | Deprecated | Index | Help
PREV CLASS NEXT CLASS | FRAMES NO FRAMES
SUMMARY: NESTED | FIELD | CONSTR | METHOD | DETAIL: FIELD | CONSTR | METHOD

Copyright © 2011. All Rights Reserved.