Metaheuristics included in jMetal

Multi-objective algorithms

Algorithm	Package	Class	Algorithm Type	Ref (bibtex)
AbYSS	jmetal.metaheuristics.abyss	AbYSS.java	Hybrid: scatter search + genetic operators	NLA08.bib
CellDE	jmetal.metaheuristics.cellde	CellDE.java	Hybrid: cellular genetic algorithm + differential evolution	DNL08.bib
dMPOSO	jmetal.metaheuristics.dmopso	dMOPSO.java	Particle Swarm Optimization (indicator based)	ZC11.bib
GDE3	jmetal.metaheuristics.gde3	GDE3.java	Differential evolution	KL05.bib
FastPGA	jmetal.metaheuristics.fastPGA	FastPGA.java	Genetic algorithm	EGL07.bib
IBEA	jmetal.metaheuristics.ibea	IBEA.java	Evolutionary algorithm	ZK04.bib
MOCHC	jmetal.metaheuristics.mochc	MOCHC.java	CHC	NAM07.bib
MOCell	jmetal.metaheuristics.mocell	MOCell.java	Cellular genetic algorithm	NDL06.bib NDL07.bib
MOEA/D-DE	jmetal.metaheuristics.moead	MOEAD.java	Decomposition based evolutionar algorithm	LZ09.bib
pMOEA/D-DE	jmetal.metaheuristics.moead	pMOEAD.java	Parallel (multithreaded) version of MOEA/D	ND10.bib
MOEA/D-DRA	jmetal.metaheuristics.moead	MOEAD_DRA.java	Decomposition based evolutionar algorithm	ZLL09.bib
NSGA-II	jmetal.metaheuristics.nsgaII	NSGAII.java	Genetic algorithm	DPA02.bib
ssNSGA-II	jmetal.metaheuristics.nsgaII	ssNSGAII.java	Steady-state version of NSGA-II	DNL09.bib
NSGAIIr	jmetal.metaheuristics.nsgaII	NSGAIIr.java	Random variation operator selection NSGA-II	NDM13.bib
NSGAIIa	jmetal.metaheuristics.nsgaII	NSGAIIa.java	Adaptive variation operator selection NSGA-II	NDM13.bib
pNSGA-II	jmetal.metaheuristics.nsgaII	pSGAII.java	Parallel (multithreaded) version of NSGA-II
OMOPSO	jmetal.metaheuristics.omopso	OMOPSO.java	Particle swarm optimization	RC05.bib
PAES	jmetal.metaheuristics.paes	PAES.java	Evolution strategy	KC99.bib
SMPSO	jmetal.metaheuristics.smpso	SMPSO.java	Particle swarm optimization	NDG09.bib
pSMPSO	jmetal.metaheuristics.smpso	SMPSOp.java	Parallel (multithreaded) particle swarm optimization
SMPSOhv	jmetal.metaheuristics.smpso	SMPSOhv.java	Particle swarm optimization (indicator based)	NDC13.bib
SPEA2	jmetal.metaheuristics.spea2	SPEA2.java	Genetic algorithm	ZLT01.bib

Single-objective algorithms

Algorithm	Package	Class	Comments
Genetic Algorithms	jmetal.metaheuristics.singleObjective.geneticAlgorithm	gGA, ssGA, TSPGA, acGA, scGA	Generational, steady-state and cellular GA variants
PSO	jmetal.metaheuristics.singleObjective.particleSwarmOptimization	PSO.java	Standard PSO
Differential Evolution	jmetal.metaheuristics.singleObjective.differentialEvolution	DE.java
Evolution Strategy	jmetal.metaheuristics.singleObjective.evolutionStrateg	ElitistES, NonElitistES	(mu + lambda)ES, (mu, lambda)ES
CMA-ES	jmetal.metaheuristics.singleObjective.cmaes	ElitistES, NonElitistES	Standard CMA-ES