EDAResult-class

show,EDAResult-method

Results of a run of an EDA. Objects are created by calling the
<code><a rd-options="" href="/link/edaRun?package=copulaedas&version=1.4.3" data-mini-rdoc="copulaedas::edaRun">edaRun</a></code> function.

classes

Provides a platform where EDAs (estimation of
distribution algorithms) based on copulas can be implemented and
studied. The package offers complete implementations of various
EDAs based on copulas and vines, a group of well-known
optimization problems, and utility functions to study the
performance of the algorithms. Newly developed EDAs can be easily
integrated into the package by extending an S4 class with generic
functions for their main components.

Yasser GonzalezFernandez

copulaedas

Estimation of Distribution Algorithms Based on Copulas

Yasser Gonzalez-Fernandez

Marta Soto

EDAResult-class function

<dl class="dl-horizontal">
 <dt><code>eda</code>:</dt><dd>Object of class <code>EDA</code>.</dd><dt><code>f</code>:</dt><dd>Object of class <code>function</code>. Objective function.</dd><dt><code>lower</code>:</dt><dd>Object of class <code>numeric</code>. Lower bounds of
 the variables of the objective function.</dd><dt><code>upper</code>:</dt><dd>Object of class <code>numeric</code>. Upper bounds of
 the variables of the objective function.</dd><dt><code>numGens</code>:</dt><dd>Object of class <code>numeric</code>. Number of
 generations.</dd><dt><code>fEvals</code>:</dt><dd>Object of class <code>numeric</code>. Number of
 evaluations of the objective function.</dd><dt><code>bestEval</code>:</dt><dd>Object of class <code>numeric</code>. Best evaluation
 of the objective function.</dd><dt><code>bestSol</code>:</dt><dd>Object of class <code>numeric</code>. Best solution.</dd><dt><code>cpuTime</code>:</dt><dd>Object of class <code>numeric</code>. Run time of the
 algorithm in seconds.</dd>
</dl>

Slots

<dl class="dl-horizontal">
 <dt>show</dt><dd><code>signature(object = "EDAResult")</code>: Prints the results.</dd>
</dl>

Methods

Results of a run of an EDA. Objects are created by calling the
<code><a rd-options='' href='edaRun'>edaRun</a></code> function.

Class for the Results of a Run of an EDA — EDAResult-class

<dl class='dl-horizontal'>
 <dt>show</dt><dd><code>signature(object = "EDAResult")</code>: Prints the results.</dd>
</dl>

EDAResult-class: Class for the Results of a Run of an EDA

Description

Arguments

Slots

Methods

References

See Also