Package org.moeaframework.algorithm.single

package org.moeaframework.algorithm.single

Implementations of various single-objective optimization algorithms. This includes the Repeated Single Objective (RSO) algorithm, which runs many different single-objective algorithms with different weight vectors.

Related Packages

Package	Description
org.moeaframework.algorithm	Implementations of various algorithms and support tools for working with algorithms.
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
org.moeaframework.algorithm.pso	Implementations of various Particle Swarm Optimization (PSO) algorithms.
org.moeaframework.algorithm.sa	Implementations of various simulated annealing (SA) algorithms.

Class	Description
AbstractAggregateObjectiveComparator	Abstract class for implementing comparators based on some weighted aggregate of objective values.
AggregateObjectiveComparator	Compares solutions based on a computed aggregate fitness from the objective values.
DifferentialEvolution	Single-objective differential evolution (DE) algorithm.
EvolutionStrategy	Single-objective (mu + lambda) evolution strategy (ES) algorithm.
GeneticAlgorithm	Single-objective genetic algorithm (GA) implementation with elitism.
LinearDominanceComparator	Version of the weighted linear aggregate function that supports constraints.
LinearObjectiveComparator	The weighted linear aggregate function.
MinMaxDominanceComparator	Weighted min-max aggregate function that supports constraints.
MinMaxObjectiveComparator	Weighted min-max aggregate function.
RepeatedSingleObjective	Instantiates and runs several instances of a single objective algorithm.
SelfAdaptiveNormalVariation	Self adaptive variation based on the normal distribution.
SimulatedAnnealing	Implementation of single-objective simulated annealing.
SingleObjectiveEvolutionaryAlgorithm	Abstract class for building single-objective evolutionary algorithms.
VectorAngleDistanceScalingComparator	The vector angle distance scaling aggregate function.