io.improbable.keanu.algorithms.variational.optimizer.gradient

Class ConjugateGradient

java.lang.Object

io.improbable.keanu.algorithms.variational.optimizer.gradient.ConjugateGradient

All Implemented Interfaces:

GradientOptimizationAlgorithm

public class ConjugateGradient
extends java.lang.Object
implements GradientOptimizationAlgorithm

Nested Class Summary

Nested Classes

Modifier and Type	Class and Description
static class	ConjugateGradient.ConjugateGradientBuilder
static class	ConjugateGradient.UpdateFormula

Constructor Summary

Constructors

Constructor and Description
ConjugateGradient()

Method Summary

Modifier and Type	Method and Description
static ConjugateGradient.ConjugateGradientBuilder	builder()
OptimizedResult	optimize(java.util.List<? extends Variable> latentVariables, FitnessFunction fitnessFunction, FitnessFunctionGradient fitnessFunctionGradient)

Methods inherited from class java.lang.Object

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

Constructor Detail

ConjugateGradient

public ConjugateGradient()

Method Detail

builder

public static ConjugateGradient.ConjugateGradientBuilder builder()

optimize

public OptimizedResult optimize(java.util.List<? extends Variable> latentVariables,
                                FitnessFunction fitnessFunction,
                                FitnessFunctionGradient fitnessFunctionGradient)

Specified by:

optimize in interface GradientOptimizationAlgorithm