Optimizer

<p><code>bbotk</code>'s <code>Optimizer</code> class.
Re-exported since <code>bbotk</code> will change the name.</p>

Evolutionary black box optimization algorithms building on the
'bbotk' package. 'miesmuschel' offers both ready-to-use optimization
algorithms, as well as their fundamental building blocks that can be used to
manually construct specialized optimization loops. The Mixed Integer Evolution
Strategies as described by Li et al. (2013) <doi:10.1162/EVCO_a_00059> can be
implemented, as well as the multi-objective optimization algorithms NSGA-II
by Deb, Pratap, Agarwal, and Meyarivan (2002) <doi:10.1109/4235.996017>.

Martin Binder

miesmuschel

Mixed Integer Evolution Strategies

Lennart Schneider

Susanne Dandl

Andreas Hofheinz

Optimizer function

<p><code>bbotk::Optimizer</code> -&gt; <code>bbotk::OptimizerBatch</code> -&gt; <code>Optimizer</code></p>

Super classes


<div class="section" id="public-methods">
<h3>Public methods</h3><p></p><p><ul>
<li><p><a href="/link/Optimizer%24clone()?package=miesmuschel&version=0.0.4-3" data-mini-rdoc="miesmuschel::Optimizer$clone()"><code>Optimizer$clone()</code></a></p></li>
</ul></p><p></p></div><p><details open><summary>Inherited methods</summary>
<ul>
<li><span class="pkg-link" data-pkg="bbotk" data-topic="Optimizer" data-id="format"><a href="/link/bbotk%3A%3AOptimizer%24format()?package=miesmuschel&version=0.0.4-3" data-mini-rdoc="miesmuschel::bbotk::Optimizer$format()"><code>bbotk::Optimizer$format()</code></a></span></li>
<li><span class="pkg-link" data-pkg="bbotk" data-topic="Optimizer" data-id="help"><a href="/link/bbotk%3A%3AOptimizer%24help()?package=miesmuschel&version=0.0.4-3" data-mini-rdoc="miesmuschel::bbotk::Optimizer$help()"><code>bbotk::Optimizer$help()</code></a></span></li>
<li><span class="pkg-link" data-pkg="bbotk" data-topic="Optimizer" data-id="initialize"><a href="/link/bbotk%3A%3AOptimizer%24initialize()?package=miesmuschel&version=0.0.4-3" data-mini-rdoc="miesmuschel::bbotk::Optimizer$initialize()"><code>bbotk::Optimizer$initialize()</code></a></span></li>
<li><span class="pkg-link" data-pkg="bbotk" data-topic="Optimizer" data-id="print"><a href="/link/bbotk%3A%3AOptimizer%24print()?package=miesmuschel&version=0.0.4-3" data-mini-rdoc="miesmuschel::bbotk::Optimizer$print()"><code>bbotk::Optimizer$print()</code></a></span></li>
<li><span class="pkg-link" data-pkg="bbotk" data-topic="OptimizerBatch" data-id="optimize"><a href="/link/bbotk%3A%3AOptimizerBatch%24optimize()?package=miesmuschel&version=0.0.4-3" data-mini-rdoc="miesmuschel::bbotk::OptimizerBatch$optimize()"><code>bbotk::OptimizerBatch$optimize()</code></a></span></li>
</ul>
</details></p><p><hr>
<a id="method-Optimizer-clone"></a></p><div class="section" id="method-clone-">
<h3>Method <code>clone()</code></h3>
<p>The objects of this class are cloneable with this method.</p><div class="section" id="usage">
<h4>Usage</h4>
<p><div class="r"></div></p><pre><code>Optimizer$clone(deep = FALSE)</code></pre><p></p></div><p></p>
</div><p></p><p><div class="section" id="arguments">
<h4>Arguments</h4>
<p><div class="arguments"></div></p><dl>
<dt><code>deep</code></dt>
<dd><p>Whether to make a deep clone.</p></dd></dl></div></p><p>
</p><p></p>
<p></p><p>
</p>

Methods

Optimizer Class — Optimizer


<div class='section' id='public-methods'>
<h3>Public methods</h3>

<ul>
<li><p><a href='#method-Optimizer-clone'><code>Optimizer$clone()</code></a></p></li>
</ul>

</div><p><details open><summary>Inherited methods</summary>
<ul>
<li><span class="pkg-link" data-pkg="bbotk" data-topic="Optimizer" data-id="format"><a href='../../bbotk/html/Optimizer.html#method-Optimizer-format'><code>bbotk::Optimizer$format()</code></a></span></li>
<li><span class="pkg-link" data-pkg="bbotk" data-topic="Optimizer" data-id="help"><a href='../../bbotk/html/Optimizer.html#method-Optimizer-help'><code>bbotk::Optimizer$help()</code></a></span></li>
<li><span class="pkg-link" data-pkg="bbotk" data-topic="Optimizer" data-id="initialize"><a href='../../bbotk/html/Optimizer.html#method-Optimizer-initialize'><code>bbotk::Optimizer$initialize()</code></a></span></li>
<li><span class="pkg-link" data-pkg="bbotk" data-topic="Optimizer" data-id="print"><a href='../../bbotk/html/Optimizer.html#method-Optimizer-print'><code>bbotk::Optimizer$print()</code></a></span></li>
<li><span class="pkg-link" data-pkg="bbotk" data-topic="OptimizerBatch" data-id="optimize"><a href='../../bbotk/html/OptimizerBatch.html#method-OptimizerBatch-optimize'><code>bbotk::OptimizerBatch$optimize()</code></a></span></li>
</ul>
</details>

<hr>
<a id="method-Optimizer-clone"></a></p><div class='section' id='method-clone-'>
<h3>Method <code>clone()</code></h3>
<p>The objects of this class are cloneable with this method.</p><div class='section' id='usage'>
<h4>Usage</h4>
<p><div class="r"></p><pre><code>Optimizer$clone(deep = FALSE)</code></pre><p></div></p>
</div>

<div class='section' id='arguments'>
<h4>Arguments</h4>
<p><div class="arguments"></p><dl>
<dt><code>deep</code></dt>
<dd><p>Whether to make a deep clone.</p></dd>


</dl><p></div></p>
</div>

</div>


Optimizer: Optimizer Class

Description

Arguments

Super classes

Methods

Public methods

Method `clone()`

Usage

Arguments

Description

Arguments

Super classes

Methods

Public methods

Method clone()

Usage

Arguments

Method `clone()`