decomposition_uniform

Problem Decomposition using Uniform Design for MOEADr package

Modular implementation of Multiobjective Evolutionary Algorithms
based on Decomposition (MOEA/D) [Zhang and Li (2007),
<DOI:10.1109/TEVC.2007.892759>] for quick assembling and
testing of new algorithmic components, as well as easy
replication of published MOEA/D proposals. The full framework is
documented in a paper published in the Journal of Statistical
Software [<doi:10.18637/jss.v092.i06>].

Felipe Campelo

MOEADr

Component-Wise MOEA/D Implementation

Lucas Batista

Claus Aranha

decomposition_uniform function

<dl><dt>decomp</dt>
<dd>list containing the relevant decomposition parameters.
Besides <code>decomp$name = "uniform"</code>, this method requires the definition of the
following key-value pairs:<ul>
<li><code>decomp$N</code>, number of subproblems to generate. It is important to
highlight that the number of subproblems must be greater than the
number of neighbors declared in <code>neighbors$T</code> (see <code>moead()</code> for
details).</li>
<li><code>decomp$.nobj</code>: integer value, <code>decomp$.nobj &gt; 1</code>. Number of
objectives of the problem.</li>
</ul></dd>
<dt>...</dt>
<dd>other parameters (included for compatibility with generic call)</dd></dl>

Arguments

Problem Decomposition using Uniform Design — decomposition_uniform

<dl>

<dt>decomp</dt>
<dd>list containing the relevant decomposition parameters.
Besides <code>decomp$name = "uniform"</code>, this method requires the definition of the
following key-value pairs:<ul>
<li><code>decomp$N</code>, number of subproblems to generate. It is important to
highlight that the number of subproblems must be greater than the
number of neighbors declared in <code>neighbors$T</code> (see <code>moead()</code> for
details).</li>
<li><code>decomp$.nobj</code>: integer value, <code>decomp$.nobj &gt; 1</code>. Number of
objectives of the problem.</li>
</ul></dd>


<dt>...</dt>
<dd>other parameters (included for compatibility with generic call)</dd>

</dl>

decomposition_uniform: Problem Decomposition using Uniform Design

Description

Usage

Arguments

Details

References

Examples