fix_num_points

Certifies that the values in the <code>clu_num_points</code> array, i.e. the number of
points in each cluster, add up to <code>num_points</code>. If this is not the case, the
<code>clu_num_points</code> array is modified in-place, incrementing the value
corresponding to the smallest cluster while
<code>sum(clu_num_points) &lt; num_points</code>, or decrementing the value corresponding
to the largest cluster while <code>sum(clu_num_points) &gt; num_points</code>.

An implementation of the clugen algorithm for generating
multidimensional clusters with arbitrary distributions. Each cluster is
supported by a line segment, the position, orientation and length of which
guide where the respective points are placed. This package is described in
Fachada & de Andrade (2023) <doi:10.1016/j.knosys.2023.110836>.

Nuno Fachada

clugenr

Multidimensional Cluster Generation Using Support Lines

fix_num_points function

<dl><dt>clu_num_points</dt>
<dd>Number of points in each cluster (vector of size
c), where c is the number of clusters.</dd>
<dt>num_points</dt>
<dd>The expected total number of points.</dd></dl>

Arguments

Certify that array values add up to a specific total — fix_num_points

<dl>

<dt>clu_num_points</dt>
<dd>Number of points in each cluster (vector of size
c), where c is the number of clusters.</dd>


<dt>num_points</dt>
<dd>The expected total number of points.</dd>

</dl>

fix_num_points: Certify that array values add up to a specific total

Description

Usage

Value

Arguments

Details

Examples