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algorithms.html
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<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="utf-8" />
<title>jMetal Web site</title>
<link rel="stylesheet" href="css/style.css" />
</head>
<body>
<header id="header">
<h1 id="logo">
<a href="index.html" title="index"><img src="images/jMetalLogo.png" alt="jMetal Logo" /></a>
</h1>
<p>A Framework for Multi-Objective Optimization</p>
</header>
<nav id="inicio">
<ul>
<li><a href="index.html">Home</a></li>
<li><a href="algorithms.html" id="active">Algorithms</a>
</li>
<li><a href="problems.html">Problems</a>
<li><a href="resources.html">Resources</a></li>
<li><a href="#opiniones">Our Techniques <span>▼</span></a>
<ul>
<li><a href="smpso.html">SMPSO</a></li>
<li><a href="abyss.html">AbYSS</a></li>
<li><a href="mocell.html">MOCell</a></li>
<li><a href="mochc.html">MOCHC</a></li>
<li><a href="nsgaII.html">NSGA-II variants</a></li>
</ul>
</li>
</ul>
</nav>
<article class="columms_container">
<header id="articleHeader">
<h1>Metaheuristics included in <strong>jMetal</strong></h1>
</header>
<!--<hr>-->
<section class="col1">
<header><h1>Multi-objective algorithms</h1></header>
<div>
<table class="fullTable">
<tr>
<th>Algorithm</th>
<th>Package</th>
<th>Class</th>
<th>Algorithm Type</th>
<th>Ref (bibtex)</th>
</tr>
<tr>
<td>AbYSS</td>
<td>jmetal.metaheuristics.abyss</td>
<td>AbYSS.java</td>
<td>Hybrid: scatter search + genetic operators</td>
<td><a href="references/NLA08.bib">NLA08.bib</a></td>
</tr>
<tr>
<td>CellDE</td>
<td>jmetal.metaheuristics.cellde</td>
<td>CellDE.java</td>
<td>Hybrid: cellular genetic algorithm + differential evolution</td>
<td><a href="references/DNL08.bib">DNL08.bib</a></td>
</tr>
<tr>
<td>dMPOSO</td>
<td>jmetal.metaheuristics.dmopso</td>
<td>dMOPSO.java</td>
<td>Particle Swarm Optimization (indicator based)</td>
<td><a href="references/ZC11.bib">ZC11.bib</a></td>
</tr>
<tr>
<td>GDE3</td>
<td>jmetal.metaheuristics.gde3</td>
<td>GDE3.java</td>
<td>Differential evolution</td>
<td><a href="references/KL05.bib">KL05.bib</a></td>
</tr>
<tr>
<td>FastPGA</td>
<td>jmetal.metaheuristics.fastPGA</td>
<td>FastPGA.java</td>
<td>Genetic algorithm</td>
<td><a href="references/EGL07.bib">EGL07.bib</a></td>
</tr>
<tr>
<td>IBEA</td>
<td>jmetal.metaheuristics.ibea</td>
<td>IBEA.java</td>
<td>Evolutionary algorithm</td>
<td><a href="references/ZK04.bib">ZK04.bib</a></td>
</tr>
<tr>
<td>MOCHC</td>
<td>jmetal.metaheuristics.mochc</td>
<td>MOCHC.java</td>
<td>CHC</td>
<td><a href="references/NAM07.bib">NAM07.bib</a></td>
</tr>
<tr>
<td>MOCell</td>
<td>jmetal.metaheuristics.mocell</td>
<td>MOCell.java</td>
<td>Cellular genetic algorithm</td>
<td><a href="references/NDL06.bib">NDL06.bib </a><a href="references/NDL07.bib">NDL07.bib</a></td>
</tr>
<tr>
<td>MOEA/D-DE</td>
<td>jmetal.metaheuristics.moead</td>
<td>MOEAD.java</td>
<td>Decomposition based evolutionar algorithm</td>
<td><a href="references/LZ09.bib">LZ09.bib</a></td>
</tr>
<tr>
<td>pMOEA/D-DE</td>
<td>jmetal.metaheuristics.moead</td>
<td>pMOEAD.java</td>
<td>Parallel (multithreaded) version of MOEA/D</td>
<td><a href="references/ND10.bib">ND10.bib</a></td>
</tr>
<tr>
<td>MOEA/D-DRA</td>
<td>jmetal.metaheuristics.moead</td>
<td>MOEAD_DRA.java</td>
<td>Decomposition based evolutionar algorithm</td>
<td><a href="references/ZLL09.bib">ZLL09.bib</a></td>
</tr>
<tr>
<td>NSGA-II</td>
<td>jmetal.metaheuristics.nsgaII</td>
<td>NSGAII.java</td>
<td>Genetic algorithm</td>
<td><a href="references/DPA02.bib">DPA02.bib</a></td>
</tr>
<tr>
<td>ssNSGA-II</td>
<td>jmetal.metaheuristics.nsgaII</td>
<td>ssNSGAII.java</td>
<td>Steady-state version of NSGA-II</td>
<td><a href="references/DNL09.bib">DNL09.bib</a></td>
</tr>
<tr>
<td>NSGAIIr</td>
<td>jmetal.metaheuristics.nsgaII</td>
<td>NSGAIIr.java</td>
<td>Random variation operator selection NSGA-II</td>
<td><a href="references/NDM13.bib">NDM13.bib</a></td>
</tr>
<tr>
<td>NSGAIIa</td>
<td>jmetal.metaheuristics.nsgaII</td>
<td>NSGAIIa.java</td>
<td>Adaptive variation operator selection NSGA-II</td>
<td><a href="references/DNL09.bib">NDM13.bib</a></td>
</tr>
<tr>
<td>pNSGA-II</td>
<td>jmetal.metaheuristics.nsgaII</td>
<td>pSGAII.java</td>
<td>Parallel (multithreaded) version of NSGA-II</td>
<td><a href="references/DNL09.bib"> </a></td>
</tr> <tr>
<td>OMOPSO</td>
<td>jmetal.metaheuristics.omopso</td>
<td>OMOPSO.java</td>
<td>Particle swarm optimization</td>
<td><a href="references/RC05.bib">RC05.bib</a></td>
</tr>
<tr>
<td>PAES</td>
<td>jmetal.metaheuristics.paes</td>
<td>PAES.java</td>
<td>Evolution strategy</td>
<td><a href="references/KC99.bib">KC99.bib</a></td>
</tr>
<tr>
<td>SMPSO</td>
<td>jmetal.metaheuristics.smpso</td>
<td>SMPSO.java</td>
<td>Particle swarm optimization</td>
<td><a href="references/NDG09.bib">NDG09.bib</a></td>
</tr>
<tr>
<td>pSMPSO</td>
<td>jmetal.metaheuristics.smpso</td>
<td>SMPSOp.java</td>
<td>Parallel (multithreaded) particle swarm optimization</td>
<td><a href="references/NDG09.bib"> </a></td>
</tr>
<tr>
<td>SMPSOhv</td>
<td>jmetal.metaheuristics.smpso</td>
<td>SMPSOhv.java</td>
<td>Particle swarm optimization (indicator based)</td>
<td><a href="references/NDC13.bib">NDC13.bib</a></td>
</tr>
<tr>
<td>SPEA2</td>
<td>jmetal.metaheuristics.spea2</td>
<td>SPEA2.java</td>
<td>Genetic algorithm</td>
<td><a href="references/ZLT01.bib">ZLT01.bib</a></td>
</tr>
</table>
</div>
</section>
<section class="col1">
<header><h1>Single-objective algorithms</h1></header>
<div>
<table class="fullTable">
<tr>
<th>Algorithm</th>
<th>Package</th>
<th>Class</th>
<th>Comments</th>
</tr>
<tr>
<td>Genetic Algorithms</td>
<td>jmetal.metaheuristics.singleObjective.geneticAlgorithm</td>
<td>gGA, ssGA, TSPGA, acGA, scGA</td>
<td>Generational, steady-state and cellular GA variants</td>
</tr>
<tr>
<td>PSO</td>
<td>jmetal.metaheuristics.singleObjective.particleSwarmOptimization</td>
<td>PSO.java</td>
<td>Standard PSO</td>
</tr>
<tr>
<td>Differential Evolution</td>
<td>jmetal.metaheuristics.singleObjective.differentialEvolution</td>
<td>DE.java</td>
<td> </td>
</tr>
<tr>
<td>Evolution Strategy</td>
<td>jmetal.metaheuristics.singleObjective.evolutionStrateg</td>
<td>ElitistES, NonElitistES</td>
<td>(mu + lambda)ES, (mu, lambda)ES</td>
</tr>
<tr>
<td>CMA-ES</td>
<td>jmetal.metaheuristics.singleObjective.cmaes</td>
<td>ElitistES, NonElitistES</td>
<td>Standard CMA-ES</td>
</tr>
</table>
</div>
</section>
</article>
<div class="clear"> </div>
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