Package org.moeaframework.algorithm

Implementations of various algorithms and support tools for working with algorithms.

See:
Description

Interface Summary

RestartListener

The listener interface for receiving time continuation (restart) events.

Class Summary

AbstractAlgorithm	Abstract class providing default implementations for several Algorithm methods.
AbstractEvolutionaryAlgorithm	Abstract class providing default implementations for several EvolutionaryAlgorithm methods.
AdaptiveTimeContinuation	Decorator for EvolutionaryAlgorithms to add time continuation (restarts).
Checkpoints	Decorates an Algorithm to periodically save checkpoint files from which the algorithm can resume itself if unexpectedly terminated.
CMAES	The Covariance Matrix Adaption Evolution Strategy (CMA-ES) algorithm for single and multi-objective problems.
EpsilonMOEA	Implementation of the ε-MOEA algorithm.
EpsilonProgressContinuation	Extends AdaptiveTimeContinuation to trigger restarts using ε-progress.
GDE3	Implementation of the Generalized Differential Evolution (GDE3) algorithm.
IBEA	Implementation of the Indicator-Based Evolutionary Algorithm (IBEA).
MOEAD	Implementation of MOEA/D, the multiobjective evolutionary algorithm with decomposition.
NSGAII	Implementation of NSGA-II, with the ability to attach an optional ε-dominance archive.
PAES	Implementation of the (1+1) Pareto Archived Evolution Strategy (PAES).
PeriodicAction	Decorates an algorithm to perform some action periodically throughout the execution of the algorithm.
PESA2	Implementation of the Pareto Envelope-based Selection Algorithm (PESA2).
RandomSearch	Random search implementation.
ReferencePointNondominatedSortingPopulation	Implementation of the reference-point-based nondominated sorting method for NSGA-III.
RestartEvent	An event emitted by AdaptiveTimeContinuation indicating a time continuation (restart) event has occurred.
SMSEMOA	Implementation of the S-metric Selection MOEA (SMS-MOEA).
SPEA2	Implementation of the strength-based evolutionary algorithm (SPEA2).
SPEA2.MutableDistanceMap	Mapping of pair-wise distances between points.
StandardAlgorithms	A provider of standard algorithms.
VEGA	Implementation of the Vector Evaluated Genetic Algorithm (VEGA).

Enum Summary

PeriodicAction.FrequencyType	Defines the type of frequency.
RestartType	Enumeration of different restart types during adaptive time continuation.

Exception Summary

AlgorithmException	An exception that originated from an algorithm.
AlgorithmInitializationException	An exception that originated from an algorithm during initialization.
AlgorithmTerminationException	An exception that originated from an algorithm during termination.

Package org.moeaframework.algorithm Description

Implementations of various algorithms and support tools for working with algorithms.