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authorEduardo Pedroni <ep625@york.ac.uk>2014-05-06 14:29:37 +0100
committerEduardo Pedroni <ep625@york.ac.uk>2014-05-06 14:29:37 +0100
commit8189116ea4b5db4675e31dfd04a5687d55e29262 (patch)
treec1815021452a888f8838f1628d8fb4689777e73e /doc/jcgp/backend/population/Chromosome.html
parentaa9e74e7f67789f6353fc26e02ee8e68e40609a2 (diff)
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+<!-- ======== START OF CLASS DATA ======== -->
+<div class="header">
+<div class="subTitle">jcgp.backend.population</div>
+<h2 title="Class Chromosome" class="title">Class Chromosome</h2>
+</div>
+<div class="contentContainer">
+<ul class="inheritance">
+<li>java.lang.Object</li>
+<li>
+<ul class="inheritance">
+<li>jcgp.backend.population.Chromosome</li>
+</ul>
+</li>
+</ul>
+<div class="description">
+<ul class="blockList">
+<li class="blockList">
+<dl>
+<dt>All Implemented Interfaces:</dt>
+<dd>java.lang.Comparable&lt;<a href="../../../jcgp/backend/population/Chromosome.html" title="class in jcgp.backend.population">Chromosome</a>&gt;</dd>
+</dl>
+<hr>
+<br>
+<pre>public class <span class="typeNameLabel">Chromosome</span>
+extends java.lang.Object
+implements java.lang.Comparable&lt;<a href="../../../jcgp/backend/population/Chromosome.html" title="class in jcgp.backend.population">Chromosome</a>&gt;</pre>
+<div class="block">This class encapsulates a CGP chromosome.
+ <br><br>
+ A chromosome contains a matrix of nodes and arrays of inputs and outputs.
+ These elements are all interconnected, and actually form the chromosome
+ network itself. Individual nodes can be retrieved using <code>getNode()</code>
+ which requires the row and column to be specified. The same works for
+ inputs and outputs using the associated getters, in which case only the
+ index is necessary.
+ <br><br>
+ In evolutionary computation it is often necessary to make copies of
+ chromosomes; this can be accomplished in JCGP in two ways. The recommended
+ way to do this is using <code>copyChromosome()</code> in <code>Population</code>, but alternatively
+ it can be done by using the <code>Chromosome</code> copy constructor and specifying the
+ object to copy from, or by using the <code>copyGenes()</code> method.
+ <br><br>
+ To illustrate this, given two chromosomes, chr1 and chr2, the following code:
+ <br><br>
+ <code>
+ chr1.copyGenes(chr2);
+ </code><br><br>
+ will modify all of chr1's connections and functions to match those of chr2, without
+ creating a new instance. In contrast,
+ <br><br>
+ <code>
+ chr1 = new Chromosome(chr2);
+ </code><br><br>
+ creates a new instance of chromosome which is identical to chr2 and assigns it to chr1,
+ meaning any old references to chr1 that are not updated will still refer to a chromosome
+ that is not identical to chr2. In practice, the most reliable way is to use the copy method
+ in <code>Population</code>. Assuming chr1 and chr2 are indexed 1 and 2 in <code>population</code> respectively,
+ <br><br>
+ population.copyChromosome(2, 1);
+ <br><br>
+ will copy chr2 into chr1 without creating new instances or requiring access to the underlying
+ chromosome array. <code>Chromosome</code> offers a variety of methods to compare chromosomes as well,
+ such as <code>compareGenesTo()</code> and <code>compareActiveGenesTo()</code>. <code>Comparable</code> is implemented
+ to compare fitness value, meaning <code>compareTo()</code> returns a value depending the relative fitness
+ of the compared chromosomes.
+ <br><br>
+ In order to set the chromosome's input values for decoding, <code>setInputs()</code> should be used. A few
+ utility methods are provided in order to retrieve random elements from the chromosome, which are used
+ internally to initialise with random connections but also externally by mutators when performing
+ mutations.</div>
+<dl>
+<dt><span class="simpleTagLabel">Author:</span></dt>
+<dd>Eduardo Pedroni</dd>
+</dl>
+</li>
+</ul>
+</div>
+<div class="summary">
+<ul class="blockList">
+<li class="blockList">
+<!-- ======== CONSTRUCTOR SUMMARY ======== -->
+<ul class="blockList">
+<li class="blockList"><a name="constructor.summary">
+<!-- -->
+</a>
+<h3>Constructor Summary</h3>
+<table class="memberSummary" border="0" cellpadding="3" cellspacing="0" summary="Constructor Summary table, listing constructors, and an explanation">
+<caption><span>Constructors</span><span class="tabEnd">&nbsp;</span></caption>
+<tr>
+<th class="colOne" scope="col">Constructor and Description</th>
+</tr>
+<tr class="altColor">
+<td class="colOne"><code><span class="memberNameLink"><a href="../../../jcgp/backend/population/Chromosome.html#Chromosome-jcgp.backend.population.Chromosome-">Chromosome</a></span>(<a href="../../../jcgp/backend/population/Chromosome.html" title="class in jcgp.backend.population">Chromosome</a>&nbsp;clone)</code>
+<div class="block">Copy constructor.</div>
+</td>
+</tr>
+<tr class="rowColor">
+<td class="colOne"><code><span class="memberNameLink"><a href="../../../jcgp/backend/population/Chromosome.html#Chromosome-jcgp.backend.resources.Resources-">Chromosome</a></span>(<a href="../../../jcgp/backend/resources/Resources.html" title="class in jcgp.backend.resources">Resources</a>&nbsp;resources)</code>
+<div class="block">Initialise a chromosome with the specified parameters.</div>
+</td>
+</tr>
+</table>
+</li>
+</ul>
+<!-- ========== METHOD SUMMARY =========== -->
+<ul class="blockList">
+<li class="blockList"><a name="method.summary">
+<!-- -->
+</a>
+<h3>Method Summary</h3>
+<table class="memberSummary" border="0" cellpadding="3" cellspacing="0" summary="Method Summary table, listing methods, and an explanation">
+<caption><span id="t0" class="activeTableTab"><span>All Methods</span><span class="tabEnd">&nbsp;</span></span><span id="t2" class="tableTab"><span><a href="javascript:show(2);">Instance Methods</a></span><span class="tabEnd">&nbsp;</span></span><span id="t4" class="tableTab"><span><a href="javascript:show(8);">Concrete Methods</a></span><span class="tabEnd">&nbsp;</span></span></caption>
+<tr>
+<th class="colFirst" scope="col">Modifier and Type</th>
+<th class="colLast" scope="col">Method and Description</th>
+</tr>
+<tr id="i0" class="altColor">
+<td class="colFirst"><code>boolean</code></td>
+<td class="colLast"><code><span class="memberNameLink"><a href="../../../jcgp/backend/population/Chromosome.html#compareActiveGenesTo-jcgp.backend.population.Chromosome-">compareActiveGenesTo</a></span>(<a href="../../../jcgp/backend/population/Chromosome.html" title="class in jcgp.backend.population">Chromosome</a>&nbsp;chromosome)</code>
+<div class="block">Does the same as <code>compareGenesto()</code> but only looks
+ at the active portion of the chromosome.</div>
+</td>
+</tr>
+<tr id="i1" class="rowColor">
+<td class="colFirst"><code>boolean</code></td>
+<td class="colLast"><code><span class="memberNameLink"><a href="../../../jcgp/backend/population/Chromosome.html#compareGenesTo-jcgp.backend.population.Chromosome-">compareGenesTo</a></span>(<a href="../../../jcgp/backend/population/Chromosome.html" title="class in jcgp.backend.population">Chromosome</a>&nbsp;chromosome)</code>
+<div class="block">Performs a deep comparison between this chromosome and the provided one.</div>
+</td>
+</tr>
+<tr id="i2" class="altColor">
+<td class="colFirst"><code>int</code></td>
+<td class="colLast"><code><span class="memberNameLink"><a href="../../../jcgp/backend/population/Chromosome.html#compareTo-jcgp.backend.population.Chromosome-">compareTo</a></span>(<a href="../../../jcgp/backend/population/Chromosome.html" title="class in jcgp.backend.population">Chromosome</a>&nbsp;o)</code>&nbsp;</td>
+</tr>
+<tr id="i3" class="rowColor">
+<td class="colFirst"><code>void</code></td>
+<td class="colLast"><code><span class="memberNameLink"><a href="../../../jcgp/backend/population/Chromosome.html#copyGenes-jcgp.backend.population.Chromosome-">copyGenes</a></span>(<a href="../../../jcgp/backend/population/Chromosome.html" title="class in jcgp.backend.population">Chromosome</a>&nbsp;clone)</code>
+<div class="block">Creates a deep copy of the specified chromosome in the
+ this instance.</div>
+</td>
+</tr>
+<tr id="i4" class="altColor">
+<td class="colFirst"><code>java.util.ArrayList&lt;<a href="../../../jcgp/backend/population/Node.html" title="class in jcgp.backend.population">Node</a>&gt;</code></td>
+<td class="colLast"><code><span class="memberNameLink"><a href="../../../jcgp/backend/population/Chromosome.html#getActiveNodes--">getActiveNodes</a></span>()</code>
+<div class="block">This method computes a list of active nodes (if necessary) and returns it.</div>
+</td>
+</tr>
+<tr id="i5" class="rowColor">
+<td class="colFirst"><code>double</code></td>
+<td class="colLast"><code><span class="memberNameLink"><a href="../../../jcgp/backend/population/Chromosome.html#getFitness--">getFitness</a></span>()</code>&nbsp;</td>
+</tr>
+<tr id="i6" class="altColor">
+<td class="colFirst"><code><a href="../../../jcgp/backend/population/Input.html" title="class in jcgp.backend.population">Input</a></code></td>
+<td class="colLast"><code><span class="memberNameLink"><a href="../../../jcgp/backend/population/Chromosome.html#getInput-int-">getInput</a></span>(int&nbsp;index)</code>
+<div class="block">Returns a reference to the indexed input.</div>
+</td>
+</tr>
+<tr id="i7" class="rowColor">
+<td class="colFirst"><code><a href="../../../jcgp/backend/population/Node.html" title="class in jcgp.backend.population">Node</a></code></td>
+<td class="colLast"><code><span class="memberNameLink"><a href="../../../jcgp/backend/population/Chromosome.html#getNode-int-int-">getNode</a></span>(int&nbsp;row,
+ int&nbsp;column)</code>
+<div class="block">Returns a reference to any node, addressed by row and column.</div>
+</td>
+</tr>
+<tr id="i8" class="altColor">
+<td class="colFirst"><code><a href="../../../jcgp/backend/population/Output.html" title="class in jcgp.backend.population">Output</a></code></td>
+<td class="colLast"><code><span class="memberNameLink"><a href="../../../jcgp/backend/population/Chromosome.html#getOutput-int-">getOutput</a></span>(int&nbsp;index)</code>
+<div class="block">Returns a reference to the indexed output.</div>
+</td>
+</tr>
+<tr id="i9" class="rowColor">
+<td class="colFirst"><code><a href="../../../jcgp/backend/population/Connection.html" title="interface in jcgp.backend.population">Connection</a></code></td>
+<td class="colLast"><code><span class="memberNameLink"><a href="../../../jcgp/backend/population/Chromosome.html#getRandomConnection--">getRandomConnection</a></span>()</code>
+<div class="block">This method will pick a completely random connection, independently
+ of levels back, including inputs.</div>
+</td>
+</tr>
+<tr id="i10" class="altColor">
+<td class="colFirst"><code><a href="../../../jcgp/backend/population/Connection.html" title="interface in jcgp.backend.population">Connection</a></code></td>
+<td class="colLast"><code><span class="memberNameLink"><a href="../../../jcgp/backend/population/Chromosome.html#getRandomConnection-int-">getRandomConnection</a></span>(int&nbsp;column)</code>
+<div class="block">Returns a random allowed connection respecting levels back.<br>
+ This method may always pick inputs, as they can be picked
+ regardless of the column.</div>
+</td>
+</tr>
+<tr id="i11" class="rowColor">
+<td class="colFirst"><code><a href="../../../jcgp/backend/population/MutableElement.html" title="interface in jcgp.backend.population">MutableElement</a></code></td>
+<td class="colLast"><code><span class="memberNameLink"><a href="../../../jcgp/backend/population/Chromosome.html#getRandomMutableElement--">getRandomMutableElement</a></span>()</code>
+<div class="block">This method is useful for mutating chromosomes.</div>
+</td>
+</tr>
+<tr id="i12" class="altColor">
+<td class="colFirst"><code><a href="../../../jcgp/backend/resources/Resources.html" title="class in jcgp.backend.resources">Resources</a></code></td>
+<td class="colLast"><code><span class="memberNameLink"><a href="../../../jcgp/backend/population/Chromosome.html#getResources--">getResources</a></span>()</code>&nbsp;</td>
+</tr>
+<tr id="i13" class="rowColor">
+<td class="colFirst"><code>void</code></td>
+<td class="colLast"><code><span class="memberNameLink"><a href="../../../jcgp/backend/population/Chromosome.html#printNodes--">printNodes</a></span>()</code>
+<div class="block">Iterates through the nodes and prints all connections and functions.</div>
+</td>
+</tr>
+<tr id="i14" class="altColor">
+<td class="colFirst"><code>void</code></td>
+<td class="colLast"><code><span class="memberNameLink"><a href="../../../jcgp/backend/population/Chromosome.html#recomputeActiveNodes--">recomputeActiveNodes</a></span>()</code>
+<div class="block">This causes the list of active nodes to be recomputed lazily (once it is actually requested).</div>
+</td>
+</tr>
+<tr id="i15" class="rowColor">
+<td class="colFirst"><code>void</code></td>
+<td class="colLast"><code><span class="memberNameLink"><a href="../../../jcgp/backend/population/Chromosome.html#reinitialiseConnections--">reinitialiseConnections</a></span>()</code>
+<div class="block">Sets random connections and functions across the entire
+ chromosome.</div>
+</td>
+</tr>
+<tr id="i16" class="altColor">
+<td class="colFirst"><code>void</code></td>
+<td class="colLast"><code><span class="memberNameLink"><a href="../../../jcgp/backend/population/Chromosome.html#setFitness-double-">setFitness</a></span>(double&nbsp;newFitness)</code>
+<div class="block">Sets the fitness of the chromosome.</div>
+</td>
+</tr>
+<tr id="i17" class="rowColor">
+<td class="colFirst"><code>void</code></td>
+<td class="colLast"><code><span class="memberNameLink"><a href="../../../jcgp/backend/population/Chromosome.html#setInputs-java.lang.Object...-">setInputs</a></span>(java.lang.Object...&nbsp;values)</code>
+<div class="block">Loops through the inputs and sets the specified values,
+ so that evaluations can be performed.</div>
+</td>
+</tr>
+</table>
+<ul class="blockList">
+<li class="blockList"><a name="methods.inherited.from.class.java.lang.Object">
+<!-- -->
+</a>
+<h3>Methods inherited from class&nbsp;java.lang.Object</h3>
+<code>equals, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait</code></li>
+</ul>
+</li>
+</ul>
+</li>
+</ul>
+</div>
+<div class="details">
+<ul class="blockList">
+<li class="blockList">
+<!-- ========= CONSTRUCTOR DETAIL ======== -->
+<ul class="blockList">
+<li class="blockList"><a name="constructor.detail">
+<!-- -->
+</a>
+<h3>Constructor Detail</h3>
+<a name="Chromosome-jcgp.backend.resources.Resources-">
+<!-- -->
+</a>
+<ul class="blockList">
+<li class="blockList">
+<h4>Chromosome</h4>
+<pre>public&nbsp;Chromosome(<a href="../../../jcgp/backend/resources/Resources.html" title="class in jcgp.backend.resources">Resources</a>&nbsp;resources)</pre>
+<div class="block">Initialise a chromosome with the specified parameters. Random valid connections
+ are created upon initialisation.</div>
+<dl>
+<dt><span class="paramLabel">Parameters:</span></dt>
+<dd><code>resources</code> - the experiment's resources.</dd>
+</dl>
+</li>
+</ul>
+<a name="Chromosome-jcgp.backend.population.Chromosome-">
+<!-- -->
+</a>
+<ul class="blockListLast">
+<li class="blockList">
+<h4>Chromosome</h4>
+<pre>public&nbsp;Chromosome(<a href="../../../jcgp/backend/population/Chromosome.html" title="class in jcgp.backend.population">Chromosome</a>&nbsp;clone)</pre>
+<div class="block">Copy constructor.
+
+ Initialise a new chromosome with the exact same connections as a given instance of Chromosome.</div>
+<dl>
+<dt><span class="paramLabel">Parameters:</span></dt>
+<dd><code>clone</code> - the chromosome to be copied.</dd>
+</dl>
+</li>
+</ul>
+</li>
+</ul>
+<!-- ============ METHOD DETAIL ========== -->
+<ul class="blockList">
+<li class="blockList"><a name="method.detail">
+<!-- -->
+</a>
+<h3>Method Detail</h3>
+<a name="reinitialiseConnections--">
+<!-- -->
+</a>
+<ul class="blockList">
+<li class="blockList">
+<h4>reinitialiseConnections</h4>
+<pre>public&nbsp;void&nbsp;reinitialiseConnections()</pre>
+<div class="block">Sets random connections and functions across the entire
+ chromosome. This method can be used more than once for
+ each instance, if entirely random chromosomes are desired.</div>
+</li>
+</ul>
+<a name="copyGenes-jcgp.backend.population.Chromosome-">
+<!-- -->
+</a>
+<ul class="blockList">
+<li class="blockList">
+<h4>copyGenes</h4>
+<pre>public&nbsp;void&nbsp;copyGenes(<a href="../../../jcgp/backend/population/Chromosome.html" title="class in jcgp.backend.population">Chromosome</a>&nbsp;clone)</pre>
+<div class="block">Creates a deep copy of the specified chromosome in the
+ this instance. In practice, this iterates through the
+ entire chromosome making equivalent connections and
+ setting functions to the same values as those in the
+ specified chromosome. It also sets the fitness of the
+ copy to the same value as the original.
+ <br>
+ It is assumed that both chromosomes have the same
+ topology; while this method will still run if that is not
+ the case, the effects might be undesirable and null pointer
+ access might occur.</div>
+<dl>
+<dt><span class="paramLabel">Parameters:</span></dt>
+<dd><code>clone</code> - the chromosome to clone.</dd>
+</dl>
+</li>
+</ul>
+<a name="getNode-int-int-">
+<!-- -->
+</a>
+<ul class="blockList">
+<li class="blockList">
+<h4>getNode</h4>
+<pre>public&nbsp;<a href="../../../jcgp/backend/population/Node.html" title="class in jcgp.backend.population">Node</a>&nbsp;getNode(int&nbsp;row,
+ int&nbsp;column)</pre>
+<div class="block">Returns a reference to any node, addressed by row and column.</div>
+<dl>
+<dt><span class="paramLabel">Parameters:</span></dt>
+<dd><code>row</code> - the row of the node.</dd>
+<dd><code>column</code> - the column of the node.</dd>
+<dt><span class="returnLabel">Returns:</span></dt>
+<dd>the addressed node.</dd>
+</dl>
+</li>
+</ul>
+<a name="getOutput-int-">
+<!-- -->
+</a>
+<ul class="blockList">
+<li class="blockList">
+<h4>getOutput</h4>
+<pre>public&nbsp;<a href="../../../jcgp/backend/population/Output.html" title="class in jcgp.backend.population">Output</a>&nbsp;getOutput(int&nbsp;index)</pre>
+<div class="block">Returns a reference to the indexed output.</div>
+<dl>
+<dt><span class="paramLabel">Parameters:</span></dt>
+<dd><code>index</code> - the output index.</dd>
+<dt><span class="returnLabel">Returns:</span></dt>
+<dd>the output reference.</dd>
+</dl>
+</li>
+</ul>
+<a name="getInput-int-">
+<!-- -->
+</a>
+<ul class="blockList">
+<li class="blockList">
+<h4>getInput</h4>
+<pre>public&nbsp;<a href="../../../jcgp/backend/population/Input.html" title="class in jcgp.backend.population">Input</a>&nbsp;getInput(int&nbsp;index)</pre>
+<div class="block">Returns a reference to the indexed input.</div>
+<dl>
+<dt><span class="paramLabel">Parameters:</span></dt>
+<dd><code>index</code> - the input index.</dd>
+<dt><span class="returnLabel">Returns:</span></dt>
+<dd>the input reference.</dd>
+</dl>
+</li>
+</ul>
+<a name="getFitness--">
+<!-- -->
+</a>
+<ul class="blockList">
+<li class="blockList">
+<h4>getFitness</h4>
+<pre>public&nbsp;double&nbsp;getFitness()</pre>
+<dl>
+<dt><span class="returnLabel">Returns:</span></dt>
+<dd>the fitness of the chromosome.</dd>
+</dl>
+</li>
+</ul>
+<a name="setFitness-double-">
+<!-- -->
+</a>
+<ul class="blockList">
+<li class="blockList">
+<h4>setFitness</h4>
+<pre>public&nbsp;void&nbsp;setFitness(double&nbsp;newFitness)</pre>
+<div class="block">Sets the fitness of the chromosome. This method
+ should be used by the experiment problem when the
+ population is evaluated in order to assign a fitness
+ to each individual.</div>
+<dl>
+<dt><span class="paramLabel">Parameters:</span></dt>
+<dd><code>newFitness</code> - the fitness to assign.</dd>
+</dl>
+</li>
+</ul>
+<a name="setInputs-java.lang.Object...-">
+<!-- -->
+</a>
+<ul class="blockList">
+<li class="blockList">
+<h4>setInputs</h4>
+<pre>public&nbsp;void&nbsp;setInputs(java.lang.Object...&nbsp;values)</pre>
+<div class="block">Loops through the inputs and sets the specified values,
+ so that evaluations can be performed. If the number of
+ elements in the array of values does not match the
+ number of inputs exactly, an exception is thrown.</div>
+<dl>
+<dt><span class="paramLabel">Parameters:</span></dt>
+<dd><code>values</code> - the values the input should take.</dd>
+</dl>
+</li>
+</ul>
+<a name="getRandomMutableElement--">
+<!-- -->
+</a>
+<ul class="blockList">
+<li class="blockList">
+<h4>getRandomMutableElement</h4>
+<pre>public&nbsp;<a href="../../../jcgp/backend/population/MutableElement.html" title="interface in jcgp.backend.population">MutableElement</a>&nbsp;getRandomMutableElement()</pre>
+<div class="block">This method is useful for mutating chromosomes. It returns any
+ random <code>MutableElement</code> out of the chromosome with equal
+ probability.</div>
+<dl>
+<dt><span class="returnLabel">Returns:</span></dt>
+<dd>a random element that can be mutated - node or output.</dd>
+</dl>
+</li>
+</ul>
+<a name="getRandomConnection-int-">
+<!-- -->
+</a>
+<ul class="blockList">
+<li class="blockList">
+<h4>getRandomConnection</h4>
+<pre>public&nbsp;<a href="../../../jcgp/backend/population/Connection.html" title="interface in jcgp.backend.population">Connection</a>&nbsp;getRandomConnection(int&nbsp;column)</pre>
+<div class="block">Returns a random allowed connection respecting levels back.<br>
+ This method may always pick inputs, as they can be picked
+ regardless of the column.</div>
+<dl>
+<dt><span class="paramLabel">Parameters:</span></dt>
+<dd><code>column</code> - the column to use as reference.</dd>
+<dt><span class="returnLabel">Returns:</span></dt>
+<dd>a random connection.</dd>
+</dl>
+</li>
+</ul>
+<a name="getRandomConnection--">
+<!-- -->
+</a>
+<ul class="blockList">
+<li class="blockList">
+<h4>getRandomConnection</h4>
+<pre>public&nbsp;<a href="../../../jcgp/backend/population/Connection.html" title="interface in jcgp.backend.population">Connection</a>&nbsp;getRandomConnection()</pre>
+<div class="block">This method will pick a completely random connection, independently
+ of levels back, including inputs. It is useful for setting outputs.</div>
+<dl>
+<dt><span class="returnLabel">Returns:</span></dt>
+<dd>a random connection regardless of levels back.</dd>
+</dl>
+</li>
+</ul>
+<a name="recomputeActiveNodes--">
+<!-- -->
+</a>
+<ul class="blockList">
+<li class="blockList">
+<h4>recomputeActiveNodes</h4>
+<pre>public&nbsp;void&nbsp;recomputeActiveNodes()</pre>
+<div class="block">This causes the list of active nodes to be recomputed lazily (once it is actually requested).</div>
+</li>
+</ul>
+<a name="getActiveNodes--">
+<!-- -->
+</a>
+<ul class="blockList">
+<li class="blockList">
+<h4>getActiveNodes</h4>
+<pre>public&nbsp;java.util.ArrayList&lt;<a href="../../../jcgp/backend/population/Node.html" title="class in jcgp.backend.population">Node</a>&gt;&nbsp;getActiveNodes()</pre>
+<div class="block">This method computes a list of active nodes (if necessary) and returns it.</div>
+<dl>
+<dt><span class="returnLabel">Returns:</span></dt>
+<dd>the list of active nodes.</dd>
+</dl>
+</li>
+</ul>
+<a name="compareGenesTo-jcgp.backend.population.Chromosome-">
+<!-- -->
+</a>
+<ul class="blockList">
+<li class="blockList">
+<h4>compareGenesTo</h4>
+<pre>public&nbsp;boolean&nbsp;compareGenesTo(<a href="../../../jcgp/backend/population/Chromosome.html" title="class in jcgp.backend.population">Chromosome</a>&nbsp;chromosome)</pre>
+<div class="block">Performs a deep comparison between this chromosome and the provided one.
+ This is done on a gene-by-gene basis.
+
+ This method returns true if and only if:
+ <ul>
+ <li>the chromosomes being compared are not the same instance;</li>
+ <li>the connections of the compared chromosomes are not the same instance;</li>
+ <li>the grid position of the chromosome's elements are the same;</li>
+ </ul>
+ <br><br>
+ The relationship computed by this method is:
+ <ul>
+ <li>symmetric: a.copyOf(b) == b.copyOf(a);</li>
+ <li>not reflexive: a.copyOf(a) returns false;</li>
+ <li>not transitive: if a.copyOf(b) is true and b.copyOf(c) is true, a.copyOf(c) is
+ not necessarily true since it is possible that a == c.</li>
+ </ul></div>
+<dl>
+<dt><span class="paramLabel">Parameters:</span></dt>
+<dd><code>chromosome</code> - the chromosome to compare to.</dd>
+<dt><span class="returnLabel">Returns:</span></dt>
+<dd>true if it is a copy of this chromosome, but not the same chromosome.</dd>
+</dl>
+</li>
+</ul>
+<a name="compareActiveGenesTo-jcgp.backend.population.Chromosome-">
+<!-- -->
+</a>
+<ul class="blockList">
+<li class="blockList">
+<h4>compareActiveGenesTo</h4>
+<pre>public&nbsp;boolean&nbsp;compareActiveGenesTo(<a href="../../../jcgp/backend/population/Chromosome.html" title="class in jcgp.backend.population">Chromosome</a>&nbsp;chromosome)</pre>
+<div class="block">Does the same as <code>compareGenesto()</code> but only looks
+ at the active portion of the chromosome.</div>
+<dl>
+<dt><span class="paramLabel">Parameters:</span></dt>
+<dd><code>chromosome</code> - the chromosome to compare to.</dd>
+<dt><span class="returnLabel">Returns:</span></dt>
+<dd>true if the two active portions are identical.</dd>
+</dl>
+</li>
+</ul>
+<a name="printNodes--">
+<!-- -->
+</a>
+<ul class="blockList">
+<li class="blockList">
+<h4>printNodes</h4>
+<pre>public&nbsp;void&nbsp;printNodes()</pre>
+<div class="block">Iterates through the nodes and prints all connections and functions.
+ This is intended for debugging purposes only and does not print to the
+ GUI console.</div>
+</li>
+</ul>
+<a name="getResources--">
+<!-- -->
+</a>
+<ul class="blockList">
+<li class="blockList">
+<h4>getResources</h4>
+<pre>public&nbsp;<a href="../../../jcgp/backend/resources/Resources.html" title="class in jcgp.backend.resources">Resources</a>&nbsp;getResources()</pre>
+<dl>
+<dt><span class="returnLabel">Returns:</span></dt>
+<dd>a reference to the resources based on which the chromosome was built.</dd>
+</dl>
+</li>
+</ul>
+<a name="compareTo-jcgp.backend.population.Chromosome-">
+<!-- -->
+</a>
+<ul class="blockListLast">
+<li class="blockList">
+<h4>compareTo</h4>
+<pre>public&nbsp;int&nbsp;compareTo(<a href="../../../jcgp/backend/population/Chromosome.html" title="class in jcgp.backend.population">Chromosome</a>&nbsp;o)</pre>
+<dl>
+<dt><span class="overrideSpecifyLabel">Specified by:</span></dt>
+<dd><code>compareTo</code>&nbsp;in interface&nbsp;<code>java.lang.Comparable&lt;<a href="../../../jcgp/backend/population/Chromosome.html" title="class in jcgp.backend.population">Chromosome</a>&gt;</code></dd>
+</dl>
+</li>
+</ul>
+</li>
+</ul>
+</li>
+</ul>
+</div>
+</div>
+<!-- ========= END OF CLASS DATA ========= -->
+<!-- ======= START OF BOTTOM NAVBAR ====== -->
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+<ul class="navList" title="Navigation">
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