Package org.moeaframework.algorithm

package org.moeaframework.algorithm

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

Related Packages

Package	Description
org.moeaframework.algorithm.continuation	Extends an algorithm with "continuations" or "restarts", where we periodically reseed an algorithm with random solutions and optionally adjust the settings.
org.moeaframework.algorithm.extension	Defines extension points and provides common extensions.
org.moeaframework.algorithm.pso	Implementations of various Particle Swarm Optimization (PSO) algorithms.
org.moeaframework.algorithm.sa	Implementations of various simulated annealing (SA) algorithms.
org.moeaframework.algorithm.single	Implementations of various single-objective optimization algorithms.

Class	Description
AbstractAlgorithm	Abstract class providing default implementations for several Algorithm methods.
AbstractEvolutionaryAlgorithm	Abstract class providing default implementations for several EvolutionaryAlgorithm methods.
AGEMOEAII	Implementation of AGE-MOEA-II, which is an adaptive evolutionary algorithm that estimates the Pareto front geometry and uses this to score solutions during selection.
Algorithm	Interface for an optimization algorithm.
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.
CMAES	The Covariance Matrix Adaption Evolution Strategy (CMA-ES) algorithm for single and multi-objective problems.
DBEA	Implementation of the Improved Decomposition-Based Evolutionary Algorithm (I-DBEA).
DefaultAlgorithms	A provider of default algorithms.
EpsilonBoxEvolutionaryAlgorithm	Interface for evolutionary algorithms using an ε-box dominance archive.
EpsilonMOEA	Implementation of the ε-MOEA algorithm.
EpsilonNSGAII	Implements the ε-NSGA-II algorithm.
EvolutionaryAlgorithm	Interface for an evolutionary algorithm.
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.
MSOPS	Implementation of the Multiple Single Objective Pareto Sampling (MSOPS) algorithm.
NSGAII	Implementation of NSGA-II, with the ability to attach an optional ε-dominance archive.
NSGAIII	Implementation of NSGA-III.
PAES	Implementation of the (1+1) Pareto Archived Evolution Strategy (PAES).
PESA2	Implementation of the Pareto Envelope-based Selection Algorithm (PESA2).
RandomSearch	Random search implementation.
RVEA	Implementation of the Reference Vector Guided Evolutionary Algorithm (RVEA).
SMSEMOA	Implementation of the S-metric Selection MOEA (SMS-EMOA).
SPEA2	Implementation of the strength-based evolutionary algorithm (SPEA2).
SPEA2.MutableDistanceMap	Mapping of pair-wise distances between points.
UNSGAIII	Implementation of the "unified" NSGA-III, or U-NSGA-III, which improves selection pressure by replacing the random selection of NSGA-III with tournament selection.
VEGA	Implementation of the Vector Evaluated Genetic Algorithm (VEGA).