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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>
<ul>
<li>
<a href="index.html" id="active">Home</a>
</li>
<li>
<a href="algorithms.html">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>Welcome to the <strong>jMetal</strong> Web Site</h1>
</header>
<!--<hr>-->
<aside>
<header>
<h1>Download from <a href="http://sourceforge.net/projects/jmetal" ><img id="SF_logo" src="http://sflogo.sourceforge.net/sflogo.php?group_id=229564&type=10"
alt="Sourceforge link" /></a> </h1>
<section>
<ul class="ul_aside">
<li>
<a href="http://sourceforge.net/projects/jmetal/files/jmetal4.5/jmetal4.5.src.tar.gz/download" >jmetal4.5.src.tar.gz</a> (source code)
</li>
<li>
<a href="http://sourceforge.net/projects/jmetal/files/jmetal4.5/jmetal4.5.jar/download" >jmetal4.5.jar.gz</a> (binary jar file)
</li>
<li>
<a href="http://sourceforge.net/projects/jmetal/files/jmetal4.5/configurationFiles.tar.gz/download" >configurationFiles.tar.gz</a>
</li>
<li>
<a href="http://sourceforge.net/projects/jmetal/files/jmetal4.5/jmetal4.5.userManual.pdf/download" >jmetal4.5.userManual.pdf</a>
</li>
</ul>
</section>
<br/>
</header>
<hr>
<section>
<h2 class=invert>Info</h2>
<b>Latest version: </b><em> jMetal 4.5</em>
<br/>
<b>Downloads: </b><em> 12.408</em>
<br />
<b>Last update: </b><em> October 9th 2014</em>
<br />
<b>This site was up in: </b><em> November 27th 2008</em>
</section>
<hr>
<section>
<h2 class=invert>Contact and social network sites</h2>
<b>Antonio J. Nebro </b>(<a href="mailto:[email protected]">email</a>)
<br />
<b>Juan J. Durillo </b> (<a href="mailto:[email protected]">email</a>)
<br />
</section>
<section>
<!--
<a href="http://www.facebook.com/jmetalframework"><img class="float_left" src="images/facebook.png" alt="logo facebook" /> </a>
<a href="http://www.linkedin.com/groups/jMetal-User-Group-4441726?gid=4441726&trk=hb_side_g"><img class="float_left" src="images/linkedin.png" alt="logo linkedin" /> </a>
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<a href="https://www.facebook.com/jmetalframework">
<div class="metro-tile metro-tile-small metro-tile-facebook">
Facebook
</div> </a>
<a href="https://twitter.com/jmetalframework">
<div class="metro-tile metro-tile-small metro-tile-tweet">
Twitter
</div> </a>
<a href="http://www.linkedin.com/groups/jMetal-User-Group-4441726?gid=4441726&trk=hb_side_g">
<div class="metro-tile metro-tile-small metro-tile-linkedin">
LinkedIn
</div> </a>
</section>
<div class="clear"> </div>
<hr>
<section>
<h2 class=invert>Other implementations</h2>
<ul class="ul_aside">
<li>
<a href="http://jmetalcpp.sourceforge.net/">jMetalCpp</a>
</li>
<li>
<a href="http://jmetalnet.sourceforge.net/">jMetal.Net</a>
</li>
</ul>
</section>
<hr>
<section>
<h2 class=invert>License</h2>
<p> </p>
<a href="http://creativecommons.org/licenses/LGPL/2.1/"><img src="images/LPGL.png" width="100" alt="licencse" class="float-left" /></a>
</section>
<hr>
<section>
<h2 class=invert>News</h2>
<b>January 21st 2014</b>
<br />
jMetal 4.5 is available
<hr>
<b>July 1st 2013</b>
<br />
The new jMetal Web site is up
<hr>
<b>May 2013 </b>
<br />
Working in a new Web site
</section>
</aside>
<section class="col3">
<header>
<h1>jMetal is ...</h1>
</header>
<p>
<strong>jMetal</strong> stands for <strong>Metaheuristic Algorithms in Java</strong>, and it is an object-oriented Java-based framework
for multi-objective optimization with metaheuristics.
</p>
<header>
<h1>You can use it to ...</h1>
</header>
<p>
The object-oriented architecture of the framework and the included features allow you to: experiment with the provided classic and state-of-the-art
techniques, develop your own algorithms, solve your optimization problems, integrate jMetal in other tools, etc.
</p>
<header>
<h1>Our motivation is ...</h1>
</header>
<p>
The motivation driving us is to provide the programs we use in our own works to the multi-objective optimization research community.
We have made an effort in trying to produce an ease-to-use software, and we are continuously modifying and extending jMetal according
to our needs and those suggested by people interested in using it.
</p>
<header>
<h1>Only multi-objective algorithms?</h1>
</header>
<p>
Developing single-objective versions from multi-objective algorithms is usually an easy task, so jMetal contains also single-objective
genetic algorithms, evolution strategies, PSO, and DE. An exception is CMA-ES, which currently does not have a multi-objetive counterpart.
</p>
<header>
<h1>Documentation</h1>
</header>
<ul>
<li>
A.J. Nebro, J.J. Durillo (January 2014). <a href="http://sourceforge.net/projects/jmetal/files/jmetal4.5/jmetal4.5.userManual.pdf/download"> jMetal 4.5 user manual </a>
</li>
<li>
<a href="./javadoc/index.html"> JavaDoc </a>
</li>
</ul>
<!-- <p> If you are interested in contributing, please contact us.</p>-->
</section>
<section class="col3">
<header>
<h1>Summary of features</h1>
</header>
<ul>
<li>
Portability: jMetal is written in Java
</li>
<li>
Multi-objective algoritms: NSGA-II (variants: ssNSGAII, <span class="red">NSGAIIadaptive*</span>, <span class="red">NSGAIIrandom*</span>), SPEA2, PAES, PESA-II, OMOPSO, MOCell, AbYSS, MOEA/D, Densea, CellDE,
GDE3, FastPGA, IBEA, SMPSO, SMPSOhv, SMS-EMOA, dMOPSO
</li>
<li>
Single-objective algoritms: genetic algorithm (variants: generational, steady-state, synchronous cellular, asynchronous cellular),
evolution strategy (variants: elitist or mu+lambda, non-elitist or mu, lambda), PSO, DE, <span class="red">CMA-ES</span>
</li>
<li>
Parallel algorithms: pNSGAII, pSMPSO, pMOEAD, pgGA
</li>
<li>
Included problems:
<ul>
<li>
Problem families: ZDT, DTLZ, WFG, CEC2009, LZ09
</li>
<li>
Classical problems: Kursawe, Fonseca, Schaffer
</li>
<li>
Constrained problems: Srinivas, Tanaka, Osyczka2, Constr_Ex, Golinski, Water
</li>
<li>
Combinatorial problems: multi-objective TSP, multi-objective QAP
</li>
</ul>
</li>
<li>
Quality indicators: hypervolume, spread, generational distance, inverted generational distance, additive epsilon, <span class="red">R2*</span>,
<span class="red">WFG hypervolume*</span>
<li>
Variable representations: binary, real, binary-coded real, integer, permutation, mixed encoding (real+binary, int+real).
</li>
</ul>
<p> (<span class="red">*</span>: new features)
</p>
<header>
<h1>References</h1>
</header>
<ul>
<li>
J.J. Durillo, A.J. Nebro <a href="http://www.sciencedirect.com/science/article/pii/S0965997811001219"> jMetal: a Java Framework for Multi-Objective Optimization.</a> Advances in Engineering Software 42 (2011) 760-771.
<ul>
<li>
<a href="http://scholar.google.es/scholar?oi=bibs&hl=es&cites=8294467800448040809">Cites</a> (Google Scholar)
</li>
<li>
<a href= "./resources/DN2011.bib">BIBTEX</a>
</li>
</ul>
</li>
<li>
J.J. Durillo, A.J. Nebro, E. Alba. <a href="http://www.sciencedirect.com/science/article/pii/S0965997811001219"> The jMetal Framework for Multi-Objective Optimization: Design and Architecture.</a> CEC 2010, pp: 4138-4325. July 2010.
<ul>
<li>
<a href="http://scholar.google.es/scholar?oi=bibs&hl=es&cites=12235689288108740075">Cites</a> (Google Scholar)
</li>
<li>
<a href="./resources/CEC2010.bib">BIBTEX</a>
</li>
</ul>
</ul>
</section>
<div class="clear"> </div>
</article>
<hr>
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