tabuControl

Creates a list of control settings for the <code>tabu.operator</code> function.

Automated population pharmacokinetic modeling framework for
data-driven initialisation, model evaluation, and metaheuristic
optimization. Supports genetic algorithms, ant colony optimization,
tabu search, and stepwise procedures for automated model selection
and parameter estimation within the nlmixr2 ecosystem.

Zhonghui Huang

nlmixr2auto

Automated Population Pharmacokinetic Modeling

Joseph Standing

Matthew Fidler

Frank Kloprogge

tabuControl function

<dl><dt>tenure</dt>
<dd>Integer. Number of iterations a move remains tabu.</dd>
<dt>niter</dt>
<dd>Integer. Maximum number of search iterations.</dd>
<dt>aspiration</dt>
<dd>Logical. Whether to apply the aspiration criterion.
If TRUE, tabu moves are allowed if they yield a solution strictly better
than the global best found so far.</dd>
<dt>nsize</dt>
<dd>Optional integer. If not NULL, restricts neighborhood sear
to a random subset of this size (candidate list strategy).</dd>
<dt>policy</dt>
<dd>Character. Type of tabu restriction:<ul>
<li><code>"attribute"</code> — forbid revisiting a variable value (default).</li>
<li><code>"move"</code> — forbid only specific from–to transitions.</li>
</ul></dd></dl>

Arguments

Author

Control Parameters for Tabu Search — tabuControl

<dl>

<dt>tenure</dt>
<dd>Integer. Number of iterations a move remains tabu.</dd>


<dt>niter</dt>
<dd>Integer. Maximum number of search iterations.</dd>


<dt>aspiration</dt>
<dd>Logical. Whether to apply the aspiration criterion.
If TRUE, tabu moves are allowed if they yield a solution strictly better
than the global best found so far.</dd>


<dt>nsize</dt>
<dd>Optional integer. If not NULL, restricts neighborhood sear
to a random subset of this size (candidate list strategy).</dd>


<dt>policy</dt>
<dd>Character. Type of tabu restriction:<ul>
<li><code>"attribute"</code> — forbid revisiting a variable value (default).</li>
<li><code>"move"</code> — forbid only specific from–to transitions.</li>
</ul></dd>

</dl>

tabuControl: Control Parameters for Tabu Search

Description

Usage

Value

Arguments

Author

Examples