recombination_bin

Implements the "/bin" (binomial) recombination for the ExpDE framework

Modular implementation of the Differential Evolution algorithm for
experimenting with different types of operators.

Felipe Campelo

ExpDE

Modular Differential Evolution for Experimenting with Operators

Moises Botelho

recombination_bin function

<dl><dt>X</dt>
<dd>population matrix (original)</dd>
<dt>M</dt>
<dd>population matrix (mutated)</dd>
<dt>recpars</dt>
<dd>recombination parameters (see <code>Recombination parameters</code> 
for details)</dd></dl>

Arguments

The <code>recpars</code> parameter contains all parameters required to define the 
recombination. <code>recombination_bin()</code> understands the following fields in 
<code>recpars</code>:<ul>
<li><code>cr</code> : component-wise probability of using the value in 
 <code>M</code>. 
 Accepts numeric value <code>0 &lt; cr &lt;= 1</code>.</li>
<li><code>minchange</code> : logical flag to force each new candidate solution 
 to inherit at least one component from its 
 mutated 'parent'. 
 Defaults to TRUE</li>
</ul>

Recombination Parameters

/bin recombination for DE — recombination_bin

<dl>

<dt>X</dt>
<dd>population matrix (original)</dd>


<dt>M</dt>
<dd>population matrix (mutated)</dd>


<dt>recpars</dt>
<dd>recombination parameters (see <code>Recombination parameters</code> 
for details)</dd>

</dl>

The <code>recpars</code> parameter contains all parameters required to define the 
recombination. <code>recombination_bin()</code> understands the following fields in 
<code>recpars</code>:<ul>
<li><code>cr</code> : component-wise probability of using the value in 
 <code>M</code>. 
 Accepts numeric value <code>0 &lt; cr &lt;= 1</code>.</li>
<li><code>minchange</code> : logical flag to force each new candidate solution 
 to inherit at least one component from its 
 mutated 'parent'. 
 Defaults to TRUE</li>
</ul>

recombination_bin: /bin recombination for DE

Description

Usage

Value

Arguments

Recombination Parameters

References