gov.sandia.cognition.learning.algorithm.regression

Interface ParameterCostMinimizer<ResultType extends VectorizableVectorFunction>

Type Parameters:

ResultType - Type of parameterizable object to determine the locally minimum-cost parameters for.

All Superinterfaces:

AnytimeAlgorithm<ResultType>, BatchCostMinimizationLearner<java.util.Collection<? extends InputOutputPair<? extends Vector,Vector>>,ResultType>, BatchLearner<java.util.Collection<? extends InputOutputPair<? extends Vector,Vector>>,ResultType>, java.lang.Cloneable, CloneableSerializable, IterativeAlgorithm, MeasurablePerformanceAlgorithm, java.io.Serializable, StoppableAlgorithm, SupervisedBatchLearner<Vector,Vector,ResultType>

All Known Implementing Classes:

AbstractMinimizerBasedParameterCostMinimizer, AbstractParameterCostMinimizer, FletcherXuHybridEstimation, GaussNewtonAlgorithm, LeastSquaresEstimator, LevenbergMarquardtEstimation, ParameterDerivativeFreeCostMinimizer, ParameterDifferentiableCostMinimizer

public interface ParameterCostMinimizer<ResultType extends VectorizableVectorFunction>
extends SupervisedBatchLearner<Vector,Vector,ResultType>, BatchCostMinimizationLearner<java.util.Collection<? extends InputOutputPair<? extends Vector,Vector>>,ResultType>, AnytimeAlgorithm<ResultType>, MeasurablePerformanceAlgorithm

A anytime algorithm that is used to estimate the locally minimum-cost parameters of an object.

Since:

2.1

Author:

Kevin R. Dixon

Method Summary

Modifier and Type	Method and Description
ResultType	getObjectToOptimize() Gets the object to optimize
void	setObjectToOptimize(ResultType objectToOptimize) Set the object to optimize

Methods inherited from interface gov.sandia.cognition.learning.algorithm.BatchCostMinimizationLearner

getCostFunction, learn

Methods inherited from interface gov.sandia.cognition.util.CloneableSerializable

clone

Methods inherited from interface gov.sandia.cognition.algorithm.AnytimeAlgorithm

getMaxIterations, getResult, setMaxIterations

Methods inherited from interface gov.sandia.cognition.algorithm.IterativeAlgorithm

addIterativeAlgorithmListener, getIteration, removeIterativeAlgorithmListener

Methods inherited from interface gov.sandia.cognition.algorithm.StoppableAlgorithm

isResultValid, stop

Methods inherited from interface gov.sandia.cognition.algorithm.MeasurablePerformanceAlgorithm

getPerformance

Method Detail

getObjectToOptimize

ResultType getObjectToOptimize()

Gets the object to optimize

Returns:

object to optimize

setObjectToOptimize

void setObjectToOptimize(ResultType objectToOptimize)

Set the object to optimize

Parameters:

objectToOptimize - object to optimize