Catalano.Evolutionary.Metaheuristics.Monoobjective

Class SalpSwarmAlgorithm

java.lang.Object

Catalano.Evolutionary.Metaheuristics.Monoobjective.BaseEvolutionaryOptimization

Catalano.Evolutionary.Metaheuristics.Monoobjective.SalpSwarmAlgorithm

public class SalpSwarmAlgorithm
extends BaseEvolutionaryOptimization

Salp Swarm Algorithm (SSA). The main inspiration of SSA is the swarming behaviour of salps when navigating and foraging in oceans. References: S. Mirjalili, A.H. Gandomi, S.Z. Mirjalili, S. Saremi, H. Faris, S.M. Mirjalili. "Salp Swarm Algorithm: A bio-inspired optimizer for engineering design problems." Advances in Engineering Software 114 (2017): 163-191.

Constructor Summary

Constructors

Constructor and Description
SalpSwarmAlgorithm() Initializes a new instance of the SalpSwarmAlgorithm class.
SalpSwarmAlgorithm(int population, int generations) Initializes a new instance of the SalpSwarmAlgorithm class.

Method Summary

Modifier and Type	Method and Description
void	Compute(IObjectiveFunction function, java.util.List<DoubleRange> boundConstraints) Compute the algorithm.

Methods inherited from class Catalano.Evolutionary.Metaheuristics.Monoobjective.BaseEvolutionaryOptimization

getBest, getError, getGenerations, getNumberOfEvaluations, getPopulationSize, getTolerance, setGenerations, setOnIteratorListener, setPopulationSize, setTolerance

Methods inherited from class java.lang.Object

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

Constructor Detail

SalpSwarmAlgorithm

public SalpSwarmAlgorithm()

Initializes a new instance of the SalpSwarmAlgorithm class.

SalpSwarmAlgorithm

public SalpSwarmAlgorithm(int population,
                          int generations)

Initializes a new instance of the SalpSwarmAlgorithm class.

Parameters:

population - Population size.

generations - Generations.

Method Detail

Compute

public void Compute(IObjectiveFunction function,
                    java.util.List<DoubleRange> boundConstraints)

Description copied from class: BaseEvolutionaryOptimization

Compute the algorithm.

Specified by:

Compute in class BaseEvolutionaryOptimization

Parameters:

function - Function.

boundConstraints - Bounds constraints.