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  <span class="target" id="module-Mutators"></span><div class="section" id="mutators-mutation-methods-module">
<h1><a class="reference internal" href="#module-Mutators" title="Mutators"><tt class="xref py py-mod docutils literal"><span class="pre">Mutators</span></tt></a> &#8211; mutation methods module<a class="headerlink" href="#mutators-mutation-methods-module" title="Permalink to this headline"></a></h1>
<p>In this module we have the genetic operators of mutation for each chromosome representation.</p>
<dl class="function">
<dt id="Mutators.G1DBinaryStringMutatorFlip">
<tt class="descclassname">Mutators.</tt><tt class="descname">G1DBinaryStringMutatorFlip</tt><big>(</big><em>genome</em>, <em>**args</em><big>)</big><a class="headerlink" href="#Mutators.G1DBinaryStringMutatorFlip" title="Permalink to this definition"></a></dt>
<dd><p>The classical flip mutator for binary strings</p>
</dd></dl>

<dl class="function">
<dt id="Mutators.G1DBinaryStringMutatorSwap">
<tt class="descclassname">Mutators.</tt><tt class="descname">G1DBinaryStringMutatorSwap</tt><big>(</big><em>genome</em>, <em>**args</em><big>)</big><a class="headerlink" href="#Mutators.G1DBinaryStringMutatorSwap" title="Permalink to this definition"></a></dt>
<dd><p>The 1D Binary String Swap Mutator</p>
</dd></dl>

<dl class="function">
<dt id="Mutators.G1DListMutatorAllele">
<tt class="descclassname">Mutators.</tt><tt class="descname">G1DListMutatorAllele</tt><big>(</big><em>genome</em>, <em>**args</em><big>)</big><a class="headerlink" href="#Mutators.G1DListMutatorAllele" title="Permalink to this definition"></a></dt>
<dd><p>The mutator of G1DList, Allele Mutator</p>
<p>To use this mutator, you must specify the <em>allele</em> genome parameter with the
<a class="reference internal" href="module_allele.html#GAllele.GAlleles" title="GAllele.GAlleles"><tt class="xref py py-class docutils literal"><span class="pre">GAllele.GAlleles</span></tt></a> instance.</p>
</dd></dl>

<dl class="function">
<dt id="Mutators.G1DListMutatorIntegerBinary">
<tt class="descclassname">Mutators.</tt><tt class="descname">G1DListMutatorIntegerBinary</tt><big>(</big><em>genome</em>, <em>**args</em><big>)</big><a class="headerlink" href="#Mutators.G1DListMutatorIntegerBinary" title="Permalink to this definition"></a></dt>
<dd><p>The mutator of G1DList, the binary mutator</p>
<p>This mutator will random change the 0 and 1 elements of the 1D List.</p>
</dd></dl>

<dl class="function">
<dt id="Mutators.G1DListMutatorIntegerGaussian">
<tt class="descclassname">Mutators.</tt><tt class="descname">G1DListMutatorIntegerGaussian</tt><big>(</big><em>genome</em>, <em>**args</em><big>)</big><a class="headerlink" href="#Mutators.G1DListMutatorIntegerGaussian" title="Permalink to this definition"></a></dt>
<dd><p>A gaussian mutator for G1DList of Integers</p>
<p>Accepts the <em>rangemin</em> and <em>rangemax</em> genome parameters, both optional. Also
accepts the parameter <em>gauss_mu</em> and the <em>gauss_sigma</em> which respectively
represents the mean and the std. dev. of the random distribution.</p>
</dd></dl>

<dl class="function">
<dt id="Mutators.G1DListMutatorIntegerRange">
<tt class="descclassname">Mutators.</tt><tt class="descname">G1DListMutatorIntegerRange</tt><big>(</big><em>genome</em>, <em>**args</em><big>)</big><a class="headerlink" href="#Mutators.G1DListMutatorIntegerRange" title="Permalink to this definition"></a></dt>
<dd><p>Simple integer range mutator for G1DList</p>
<p>Accepts the <em>rangemin</em> and <em>rangemax</em> genome parameters, both optional.</p>
</dd></dl>

<dl class="function">
<dt id="Mutators.G1DListMutatorRealGaussian">
<tt class="descclassname">Mutators.</tt><tt class="descname">G1DListMutatorRealGaussian</tt><big>(</big><em>genome</em>, <em>**args</em><big>)</big><a class="headerlink" href="#Mutators.G1DListMutatorRealGaussian" title="Permalink to this definition"></a></dt>
<dd><p>The mutator of G1DList, Gaussian Mutator</p>
<p>Accepts the <em>rangemin</em> and <em>rangemax</em> genome parameters, both optional. Also
accepts the parameter <em>gauss_mu</em> and the <em>gauss_sigma</em> which respectively
represents the mean and the std. dev. of the random distribution.</p>
</dd></dl>

<dl class="function">
<dt id="Mutators.G1DListMutatorRealRange">
<tt class="descclassname">Mutators.</tt><tt class="descname">G1DListMutatorRealRange</tt><big>(</big><em>genome</em>, <em>**args</em><big>)</big><a class="headerlink" href="#Mutators.G1DListMutatorRealRange" title="Permalink to this definition"></a></dt>
<dd><p>Simple real range mutator for G1DList</p>
<p>Accepts the <em>rangemin</em> and <em>rangemax</em> genome parameters, both optional.</p>
</dd></dl>

<dl class="function">
<dt id="Mutators.G1DListMutatorSIM">
<tt class="descclassname">Mutators.</tt><tt class="descname">G1DListMutatorSIM</tt><big>(</big><em>genome</em>, <em>**args</em><big>)</big><a class="headerlink" href="#Mutators.G1DListMutatorSIM" title="Permalink to this definition"></a></dt>
<dd><p>The mutator of G1DList, Simple Inversion Mutation</p>
<div class="admonition note">
<p class="first admonition-title">Note</p>
<p class="last">this mutator is <a class="reference internal" href="intro.html#term-data-type-independent"><em class="xref std std-term">Data Type Independent</em></a></p>
</div>
</dd></dl>

<dl class="function">
<dt id="Mutators.G1DListMutatorSwap">
<tt class="descclassname">Mutators.</tt><tt class="descname">G1DListMutatorSwap</tt><big>(</big><em>genome</em>, <em>**args</em><big>)</big><a class="headerlink" href="#Mutators.G1DListMutatorSwap" title="Permalink to this definition"></a></dt>
<dd><p>The mutator of G1DList, Swap Mutator</p>
<div class="admonition note">
<p class="first admonition-title">Note</p>
<p class="last">this mutator is <a class="reference internal" href="intro.html#term-data-type-independent"><em class="xref std std-term">Data Type Independent</em></a></p>
</div>
</dd></dl>

<dl class="function">
<dt id="Mutators.G2DBinaryStringMutatorFlip">
<tt class="descclassname">Mutators.</tt><tt class="descname">G2DBinaryStringMutatorFlip</tt><big>(</big><em>genome</em>, <em>**args</em><big>)</big><a class="headerlink" href="#Mutators.G2DBinaryStringMutatorFlip" title="Permalink to this definition"></a></dt>
<dd><p>A flip mutator for G2DBinaryString</p>
<div class="versionadded">
<p><span class="versionmodified">New in version 0.6: </span>The <em>G2DBinaryStringMutatorFlip</em> function</p>
</div>
</dd></dl>

<dl class="function">
<dt id="Mutators.G2DBinaryStringMutatorSwap">
<tt class="descclassname">Mutators.</tt><tt class="descname">G2DBinaryStringMutatorSwap</tt><big>(</big><em>genome</em>, <em>**args</em><big>)</big><a class="headerlink" href="#Mutators.G2DBinaryStringMutatorSwap" title="Permalink to this definition"></a></dt>
<dd><p>The mutator of G2DBinaryString, Swap Mutator</p>
<div class="versionadded">
<p><span class="versionmodified">New in version 0.6: </span>The <em>G2DBinaryStringMutatorSwap</em> function</p>
</div>
</dd></dl>

<dl class="function">
<dt id="Mutators.G2DListMutatorAllele">
<tt class="descclassname">Mutators.</tt><tt class="descname">G2DListMutatorAllele</tt><big>(</big><em>genome</em>, <em>**args</em><big>)</big><a class="headerlink" href="#Mutators.G2DListMutatorAllele" title="Permalink to this definition"></a></dt>
<dd><p>The mutator of G2DList, Allele Mutator</p>
<p>To use this mutator, you must specify the <em>allele</em> genome parameter with the
<a class="reference internal" href="module_allele.html#GAllele.GAlleles" title="GAllele.GAlleles"><tt class="xref py py-class docutils literal"><span class="pre">GAllele.GAlleles</span></tt></a> instance.</p>
<div class="admonition warning">
<p class="first admonition-title">Warning</p>
<p class="last">the <a class="reference internal" href="module_allele.html#GAllele.GAlleles" title="GAllele.GAlleles"><tt class="xref py py-class docutils literal"><span class="pre">GAllele.GAlleles</span></tt></a> instance must have the homogeneous flag enabled</p>
</div>
</dd></dl>

<dl class="function">
<dt id="Mutators.G2DListMutatorIntegerGaussian">
<tt class="descclassname">Mutators.</tt><tt class="descname">G2DListMutatorIntegerGaussian</tt><big>(</big><em>genome</em>, <em>**args</em><big>)</big><a class="headerlink" href="#Mutators.G2DListMutatorIntegerGaussian" title="Permalink to this definition"></a></dt>
<dd><p>A gaussian mutator for G2DList of Integers</p>
<p>Accepts the <em>rangemin</em> and <em>rangemax</em> genome parameters, both optional. Also
accepts the parameter <em>gauss_mu</em> and the <em>gauss_sigma</em> which respectively
represents the mean and the std. dev. of the random distribution.</p>
</dd></dl>

<dl class="function">
<dt id="Mutators.G2DListMutatorIntegerRange">
<tt class="descclassname">Mutators.</tt><tt class="descname">G2DListMutatorIntegerRange</tt><big>(</big><em>genome</em>, <em>**args</em><big>)</big><a class="headerlink" href="#Mutators.G2DListMutatorIntegerRange" title="Permalink to this definition"></a></dt>
<dd><p>Simple integer range mutator for G2DList</p>
<p>Accepts the <em>rangemin</em> and <em>rangemax</em> genome parameters, both optional.</p>
</dd></dl>

<dl class="function">
<dt id="Mutators.G2DListMutatorRealGaussian">
<tt class="descclassname">Mutators.</tt><tt class="descname">G2DListMutatorRealGaussian</tt><big>(</big><em>genome</em>, <em>**args</em><big>)</big><a class="headerlink" href="#Mutators.G2DListMutatorRealGaussian" title="Permalink to this definition"></a></dt>
<dd><p>A gaussian mutator for G2DList of Real</p>
<p>Accepts the <em>rangemin</em> and <em>rangemax</em> genome parameters, both optional. Also
accepts the parameter <em>gauss_mu</em> and the <em>gauss_sigma</em> which respectively
represents the mean and the std. dev. of the random distribution.</p>
</dd></dl>

<dl class="function">
<dt id="Mutators.G2DListMutatorSwap">
<tt class="descclassname">Mutators.</tt><tt class="descname">G2DListMutatorSwap</tt><big>(</big><em>genome</em>, <em>**args</em><big>)</big><a class="headerlink" href="#Mutators.G2DListMutatorSwap" title="Permalink to this definition"></a></dt>
<dd><p>The mutator of G1DList, Swap Mutator</p>
<div class="admonition note">
<p class="first admonition-title">Note</p>
<p class="last">this mutator is <a class="reference internal" href="intro.html#term-data-type-independent"><em class="xref std std-term">Data Type Independent</em></a></p>
</div>
</dd></dl>

<dl class="function">
<dt id="Mutators.GTreeGPMutatorOperation">
<tt class="descclassname">Mutators.</tt><tt class="descname">GTreeGPMutatorOperation</tt><big>(</big><em>genome</em>, <em>**args</em><big>)</big><a class="headerlink" href="#Mutators.GTreeGPMutatorOperation" title="Permalink to this definition"></a></dt>
<dd><p>The mutator of GTreeGP, Operation Mutator</p>
<div class="versionadded">
<p><span class="versionmodified">New in version 0.6: </span>The <em>GTreeGPMutatorOperation</em> function</p>
</div>
</dd></dl>

<dl class="function">
<dt id="Mutators.GTreeGPMutatorSubtree">
<tt class="descclassname">Mutators.</tt><tt class="descname">GTreeGPMutatorSubtree</tt><big>(</big><em>genome</em>, <em>**args</em><big>)</big><a class="headerlink" href="#Mutators.GTreeGPMutatorSubtree" title="Permalink to this definition"></a></dt>
<dd><p>The mutator of GTreeGP, Subtree Mutator</p>
<p>This mutator will recreate random subtree of the tree using the grow algorithm.</p>
<div class="versionadded">
<p><span class="versionmodified">New in version 0.6: </span>The <em>GTreeGPMutatorSubtree</em> function</p>
</div>
</dd></dl>

<dl class="function">
<dt id="Mutators.GTreeMutatorIntegerGaussian">
<tt class="descclassname">Mutators.</tt><tt class="descname">GTreeMutatorIntegerGaussian</tt><big>(</big><em>genome</em>, <em>**args</em><big>)</big><a class="headerlink" href="#Mutators.GTreeMutatorIntegerGaussian" title="Permalink to this definition"></a></dt>
<dd><p>A gaussian mutator for GTree of Integers</p>
<p>Accepts the <em>rangemin</em> and <em>rangemax</em> genome parameters, both optional. Also
accepts the parameter <em>gauss_mu</em> and the <em>gauss_sigma</em> which respectively
represents the mean and the std. dev. of the random distribution.</p>
</dd></dl>

<dl class="function">
<dt id="Mutators.GTreeMutatorIntegerRange">
<tt class="descclassname">Mutators.</tt><tt class="descname">GTreeMutatorIntegerRange</tt><big>(</big><em>genome</em>, <em>**args</em><big>)</big><a class="headerlink" href="#Mutators.GTreeMutatorIntegerRange" title="Permalink to this definition"></a></dt>
<dd><p>The mutator of GTree, Integer Range Mutator</p>
<p>Accepts the <em>rangemin</em> and <em>rangemax</em> genome parameters, both optional.</p>
<div class="versionadded">
<p><span class="versionmodified">New in version 0.6: </span>The <em>GTreeMutatorIntegerRange</em> function</p>
</div>
</dd></dl>

<dl class="function">
<dt id="Mutators.GTreeMutatorRealGaussian">
<tt class="descclassname">Mutators.</tt><tt class="descname">GTreeMutatorRealGaussian</tt><big>(</big><em>genome</em>, <em>**args</em><big>)</big><a class="headerlink" href="#Mutators.GTreeMutatorRealGaussian" title="Permalink to this definition"></a></dt>
<dd><p>A gaussian mutator for GTree of Real numbers</p>
<p>Accepts the <em>rangemin</em> and <em>rangemax</em> genome parameters, both optional. Also
accepts the parameter <em>gauss_mu</em> and the <em>gauss_sigma</em> which respectively
represents the mean and the std. dev. of the random distribution.</p>
</dd></dl>

<dl class="function">
<dt id="Mutators.GTreeMutatorRealRange">
<tt class="descclassname">Mutators.</tt><tt class="descname">GTreeMutatorRealRange</tt><big>(</big><em>genome</em>, <em>**args</em><big>)</big><a class="headerlink" href="#Mutators.GTreeMutatorRealRange" title="Permalink to this definition"></a></dt>
<dd><p>The mutator of GTree, Real Range Mutator</p>
<p>Accepts the <em>rangemin</em> and <em>rangemax</em> genome parameters, both optional.</p>
<div class="versionadded">
<p><span class="versionmodified">New in version 0.6: </span>The <em>GTreeMutatorRealRange</em> function</p>
</div>
</dd></dl>

<dl class="function">
<dt id="Mutators.GTreeMutatorSwap">
<tt class="descclassname">Mutators.</tt><tt class="descname">GTreeMutatorSwap</tt><big>(</big><em>genome</em>, <em>**args</em><big>)</big><a class="headerlink" href="#Mutators.GTreeMutatorSwap" title="Permalink to this definition"></a></dt>
<dd><p>The mutator of GTree, Swap Mutator</p>
<div class="versionadded">
<p><span class="versionmodified">New in version 0.6: </span>The <em>GTreeMutatorSwap</em> function</p>
</div>
</dd></dl>

</div>


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