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<!DOCTYPE html>
<html>
<head>
<meta http-equiv="Content-Type" content="text/html; charset=UTF-8">
<title>scikit-opt — sko</title>
<style>
.sko-logo {
color: #05cee9;
font-size: 100px;
font-family: "Prosto One";
font-style: "italic";
font-weight: 500;
text-shadow: rgb(0, 255, 165) 1px 1px 0px, rgb(0, 255, 165) 2px 2px 0px, rgb(0, 255, 165) 3px 3px 0px, rgb(0, 255, 165) 4px 4px 0px, rgb(0, 255, 165) 5px 5px 0px, rgb(0, 255, 165) 6px 6px 0px, rgb(0, 255, 165) 7px 7px 0px, rgb(0, 255, 165) 8px 8px 0px, rgb(0, 255, 165) 9px 9px 0px, rgb(0, 255, 165) 10px 10px 0px;
line-height: 1.1;
}
</style>
<link rel="stylesheet" type="text/css" href="/public/spc-bootstrap.css">
<link rel="stylesheet" type="text/css" href="/public/spc-extend.css">
<link rel="stylesheet" href="/public/scikit.css" type="text/css">
<link rel="stylesheet" href="/public/pygments.css" type="text/css">
<link rel="stylesheet" href="/public/plot_directive.css" type="text/css">
<link rel="stylesheet" href="/public/sci-org.css" type="text/css">
<script type="text/javascript" id="documentation_options" data-url_root="./"
src="/public/documentation_options.js"></script>
<script type="text/javascript" src="/public/jquery.js"></script>
<script type="text/javascript" src="/public/underscore.js"></script>
<script type="text/javascript" src="/public/doctools.js"></script>
<script type="text/javascript" src="/public/copybutton.js"></script>
<link rel="author" title="About these documents" href="https://scikit-opt.github.io/about.html">
<link rel="search" title="Search" href="https://scikit-opt.github.io/search.html">
<link rel="top" title="scikit-opt" href="https://scikit-opt.github.io/#">
<link rel="next" title="Scientific computing tools for Python" href="https://scikit-opt.github.io/about.html">
</head>
<body>
<style type="text/css">
.top-logo-header {
text-align: left;
background-color: rgb(140, 170, 230);
border-bottom: 8px solid rgb(0, 51, 153);
margin-top: 10px;
padding: 5px;
box-shadow: 0px 0px 3px rgb(136, 136, 136);
}
</style>
<div class="container">
<div class="top-logo-header">
<a href="https://scikit-opt.github.io/#">
<div class="sko-logo">Scikit-opt</div>
</a>
</div>
</div>
<div class="container">
<div class="main">
<div class="row-fluid">
<div class="span9">
<div class="row-fluid">
<div class="span9">
<div class="spc-navbar">
<ul class="nav nav-pills pull-left">
</ul>
</div>
</div>
</div>
<div class="bodywrapper">
<div class="body" id="spc-section-body">
<style type="text/css">
.section h1 {
display: none;
}
</style>
<section id="scipy-org">
<h1>scikit-opt<a class="headerlink" href="https://scikit-opt.github.io/#scipy-org"
title="Permalink to this headline">¶</a></h1>
<style type="text/css">
table.linktable {
margin: 10px;
margin-bottom: 20px;
margin-left: auto;
margin-right: auto;
}
table.icontable {
margin: 10px;
}
table.linktable td {
padding-left: 15px;
padding-right: 15px;
padding-bottom: 5px;
text-align: center;
}
</style>
<!-- 第一区域:n个图标 -->
<div>
<ul class="thumbnails topnavicons">
<li class="span2">
<div class="thumbnail">
<div class="img">
<a href="https://scikit-opt.github.io/scikit-opt/#/en/README?id=install">
<img alt="Install" src="/public/download.svg" title="Install"
height="80">
<br>Install
</a>
</div>
</div>
</li>
<li class="span2">
<div class="thumbnail">
<div class="img">
<a href="https://scikit-opt.github.io/scikit-opt/#/en/README?id=quick-start">
<img alt="quick_start" src="/public/quick_start.svg" title="Install"
height="80">
<br>Quick Start
</a>
</div>
</div>
</li>
<li class="span2">
<div class="thumbnail">
<div class="img">
<a href="https://scikit-opt.github.io/scikit-opt/#/en/">
<img alt="Documentation" src="/public/docs.svg"
title="Documentation" height="80">
<br>Documentation
</a>
</div>
</div>
</li>
<li class="span2">
<div class="thumbnail">
<div class="img">
<a href="https://scikit-opt.github.io/scikit-opt/#/zh/">
<img alt="文档" src="/public/docs.svg" title="文档"
height="80">
<br>文档
</a>
</div>
</div>
</li>
<li class="span2">
<div class="thumbnail">
<div class="img">
<a href="https://github.com/guofei9987/scikit-opt/issues/new">
<img alt="Report Bugs" src="/public/bugs.svg" title="Report Bugs"
height="80">
<br>Report bugs
</a>
</div>
</div>
</li>
<li class="span2">
<div class="thumbnail">
<div class="img">
<a href="https://www.guofei.site/">
<img alt="Blogs" src="/public/blog.svg" title="Blogs"
height="80">
<br>Blogs
</a>
</div>
</div>
</li>
</ul>
</div>
<!-- 第二部分:简短的说明 -->
<p>Scikit-opt(or sko) is a Python module of Swarm Intelligence Algorithm.
Such as Genetic Algorithm, Particle Swarm Optimization, Simulated Annealing,
Ant Colony Algorithm, Immune Algorithm, Artificial Fish Swarm Algorithm.
</p>
<!-- 第三部分 -->
<div>
<ul class="thumbnails packageicons">
<li class="span4">
<div class="thumbnail">
<div class="pull-left img">
<a href="https://scikit-opt.github.io/scikit-opt/#/en/README?id=_2-genetic-algorithm">
<img alt="ga" src="/public/ga.svg" width="64">
</a>
</div>
<div class="img-label">
<h4 class="media-heading"><a
href="https://scikit-opt.github.io/scikit-opt/#/en/README?id=_2-genetic-algorithm">GA</a>
</h4>
Genetic Algorithm
</div>
</div>
</li>
<li class="span4">
<div class="thumbnail">
<div class="pull-left img">
<a href="https://scikit-opt.github.io/scikit-opt/#/en/README?id=_3-psoparticle-swarm-optimization">
<img alt="pso" src="/public/pso.svg" width="64">
</a>
</div>
<div class="img-label">
<h4 class="media-heading"><a
href="https://scikit-opt.github.io/scikit-opt/#/en/README?id=_3-psoparticle-swarm-optimization">PSO</a>
</h4>
Particle swarm optimization
</div>
</div>
</li>
<li class="span4">
<div class="thumbnail">
<div class="pull-left img">
<a href="https://scikit-opt.github.io/scikit-opt/#/en/README?id=_4-sasimulated-annealing">
<img alt="sa" src="/public/sa.svg" width="64">
</a>
</div>
<div class="img-label">
<h4 class="media-heading"><a
href="https://scikit-opt.github.io/scikit-opt/#/en/README?id=_4-sasimulated-annealing">SA</a>
</h4>
Simulated Annealing
</div>
</div>
</li>
<li class="span4">
<div class="thumbnail">
<div class="pull-left img">
<a href="https://scikit-opt.github.io/scikit-opt/#/en/README?id=_5-aca-ant-colony-algorithm-for-tsp">
<img alt="aca" src="/public/aca.svg" width="64">
</a>
</div>
<div class="img-label">
<h4 class="media-heading"><a
href="https://scikit-opt.github.io/scikit-opt/#/en/README?id=_5-aca-ant-colony-algorithm-for-tsp">ACA</a>
</h4>
ACA(Ant Colony Algorithm) is for tsp
</div>
</div>
</li>
<li class="span4">
<div class="thumbnail">
<div class="pull-left img">
<a href="https://scikit-opt.github.io/scikit-opt/#/en/README?id=_1-differential-evolution">
<img alt="de" src="/public/de.svg" width="64">
</a>
</div>
<div class="img-label">
<h4 class="media-heading"><a
href="https://scikit-opt.github.io/scikit-opt/#/en/README?id=_1-differential-evolution">DE</a>
</h4>
Differential Evolution
</div>
</div>
</li>
<li class="span4">
<div class="thumbnail">
<div class="pull-left img">
<a href="https://scikit-opt.github.io/scikit-opt/#/en/README?id=_6-immune-algorithm-ia">
<img alt="ia" src="/public/ia.svg"
width="64">
</a>
</div>
<div class="img-label">
<h4 class="media-heading"><a
href="https://scikit-opt.github.io/scikit-opt/#/en/README?id=_6-immune-algorithm-ia">IA</a>
</h4>
Immune Algorithm
</div>
</div>
</li>
<li class="span4">
<div class="thumbnail">
<div class="pull-left img">
<a href="https://scikit-opt.github.io/scikit-opt/#/en/README?id=_7-artificial-fish-swarm-algorithm-afsa">
<img alt="afsa" src="/public/afsa.svg"
width="64">
</a>
</div>
<div class="img-label">
<h4 class="media-heading"><a
href="https://scikit-opt.github.io/scikit-opt/#/en/README?id=_7-artificial-fish-swarm-algorithm-afsa">AFSA</a>
</h4>
Artificial Fish Swarm Algorithm
</div>
</div>
</li>
<li class="span12">
<div class="thumbnail">
<div class="pull-left img">
<a href="https://github.com/guofei9987/scikit-opt">
<svg viewBox="0 0 16 16" height="32px" width="32px"
style="color:red">
<path fill-rule="evenodd" fill="#db61a2"
d="M4.25 2.5c-1.336 0-2.75 1.164-2.75 3 0 2.15 1.58 4.144 3.365 5.682A20.565 20.565 0 008 13.393a20.561 20.561 0 003.135-2.211C12.92 9.644 14.5 7.65 14.5 5.5c0-1.836-1.414-3-2.75-3-1.373 0-2.609.986-3.029 2.456a.75.75 0 01-1.442 0C6.859 3.486 5.623 2.5 4.25 2.5zM8 14.25l-.345.666-.002-.001-.006-.003-.018-.01a7.643 7.643 0 01-.31-.17 22.075 22.075 0 01-3.434-2.414C2.045 10.731 0 8.35 0 5.5 0 2.836 2.086 1 4.25 1 5.797 1 7.153 1.802 8 3.02 8.847 1.802 10.203 1 11.75 1 13.914 1 16 2.836 16 5.5c0 2.85-2.045 5.231-3.885 6.818a22.08 22.08 0 01-3.744 2.584l-.018.01-.006.003h-.002L8 14.25zm0 0l.345.666a.752.752 0 01-.69 0L8 14.25z"></path>
</svg>
</a>
</div>
<div class="img-label">
Scikit-opt is totally open-source on <a
href="https://github.com/guofei9987/scikit-opt/">GitHub</a> with
<a href="https://github.com/guofei9987/scikit-opt/blob/master/LICENSE">MIT
lisense</a>.
Any person have the rights to use, copy, modify, merge, publish,
distribute, sublicense, and/or sell copies of the it.
<br>
Donation makes <b>Scikit-opt</b> better.
<a href="https://opencollective.com/scikit-opt">opencollective</a> or
<a href="https://www.guofei.site/微信打赏.jpg">微信打赏</a>
</div>
</div>
</li>
</ul>
</div>
<div class="news">
<section id="news">
<h2>News<a class="headerlink" href="https://scikit-opt.github.io/#news"
title="Permalink to this headline">¶</a></h2>
<dl class="simple">
<dt>scikit-opt 0.6.3 released <span class="news-date">2021-05-27</span></dt>
<dd>
<p>See <a class="reference internal"
href="https://pypi.org/project/scikit-opt/">
<span class="doc">PyPI</span></a>.</p>
</dd>
</dl>
<dl class="simple">
<dt>scikit-opt 0.6.2 released <span class="news-date">2021-05-13</span></dt>
<dd>
<p>See <a class="reference internal"
href="https://pypi.org/project/scikit-opt/">
<span class="doc">PyPI</span></a>.</p>
</dd>
</dl>
<a href="https://pypi.org/project/scikit-opt/#history" style="margin-left: 200px;">Past
news...</a>
</section>
</div>
<div class="toctree-wrapper compound">
</div>
</section>
</div>
</div>
</div>
<div class="spc-rightsidebar span3">
<div class="sphinxsidebarwrapper">
<style type="text/css">
a.extlink:after {
margin-left: 5px;
content: url("_static/external-link.png");
}
</style>
<div class="well sidebar-nav">
<ul class="nav nav-list">
<li>
<a href="https://scikit-opt.github.io/scikit-opt/#/en/README?id=install">Install
Scikit-opt</a>
</li>
<li>
<a href="https://scikit-opt.github.io/scikit-opt/#/en/README?id=quick-start">Quick
start</a></li>
<li>
<li>
<a href="https://scikit-opt.github.io/scikit-opt/#/en/">Documentation</a></li>
<li><a href="https://scikit-opt.github.io/install.html">文档</a></li>
<li><a href="https://scikit-opt.github.io/scikit-opt/#/zh/">Bug reports</a></li>
<li>
<a href="https://scikit-opt.github.io/scikit-opt/#/en/README?id=projects-using-scikit-opt">Projects
using scikit-opt</a></li>
<li><a class="extlink" href="https://www.guofei.site/">Blogs</a></li>
</ul>
</div>
<div class="well sidebar-nav">
<ul class="nav nav-list">
<li class="nav-header">Cores:</li>
<li><a class="extlink"
href="https://scikit-opt.github.io/scikit-opt/#/en/README?id=_2-genetic-algorithm">GA(Genetic
Algorithm)</a>
</li>
<li><a class="extlink"
href="https://scikit-opt.github.io/scikit-opt/#/en/README?id=_3-psoparticle-swarm-optimization">PSO(Particle
swarm optimization )
</a>
</li>
<li><a class="extlink"
href="https://scikit-opt.github.io/scikit-opt/#/en/README?id=_4-sasimulated-annealing">SA(Simulated
Annealing)</a>
</li>
<li><a class="extlink"
href="https://scikit-opt.github.io/scikit-opt/#/en/README?id=_5-aca-ant-colony-algorithm-for-tsp">ACA(Ant
Colony Algorithm)</a>
</li>
<li><a class="extlink"
href="https://scikit-opt.github.io/scikit-opt/#/en/README?id=_1-differential-evolution">DE(Differential
Evolution)</a>
</li>
<li><a class="extlink"
href="https://scikit-opt.github.io/scikit-opt/#/en/README?id=_6-immune-algorithm-ia">IA(Immune
Algorithm)</a>
</li>
<li><a class="extlink"
href="https://scikit-opt.github.io/scikit-opt/#/en/README?id=_7-artificial-fish-swarm-algorithm-afsa">AFSA(Artificial
Fish Swarm Algorithm)</a>
</li>
</ul>
</div>
<h3>Search</h3>
<form class="form-search" action="http://www.google.com/search" method="get">
<fieldset>
<!-- we'll use google at least until we get everything in sphinx -->
<input type="text" name="q" size="18" class="input-small search-query">
<button type="submit" class="btn">Go</button>
<input type="hidden" name="as_sitesearch" value="scikit-opt.github.io">
</fieldset>
</form>
</div>
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<ul class="inline pull-left">
<li>
© Copyright 2021
</li>
<li>
Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 3.5.3.
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