bbotk

bbotk-package

Features highly configurable search spaces via the 'paradox' package and optimizes every user-defined objective function. The package includes several optimization algorithms e.g. Random Search, Iterated Racing, Bayesian Optimization (in 'mlr3mbo') and Hyperband (in 'mlr3hyperband'). bbotk is the base package of 'mlr3tuning', 'mlr3fselect' and 'miesmuschel'.

Features highly configurable search spaces via the 'paradox'
package and optimizes every user-defined objective function. The
package includes several optimization algorithms e.g. Random Search,
Iterated Racing, Bayesian Optimization (in 'mlr3mbo') and Hyperband
(in 'mlr3hyperband'). bbotk is the base package of 'mlr3tuning',
'mlr3fselect' and 'miesmuschel'.

Marc Becker

Black-Box Optimization Toolkit

Jakob Richter

Michel Lang

Bernd Bischl

Martin Binder

Olaf Mersmann

bbotk-package function

<ul>
<li><code>"bbotk.debug"</code>: If set to <code>TRUE</code>, asynchronous optimization is run in the main process.</li>
<li><code>"bbotk.tiny_logging"</code>: If set to <code>TRUE</code>, the logging is simplified to only show points and results.
NA values are removed.</li>
</ul>

Package Options

Maintainer: Marc Becker <a href="/link/marcbecker%40posteo.de?package=bbotk&version=1.7.0" data-mini-rdoc="bbotk::marcbecker@posteo.de">marcbecker@posteo.de</a> (<a href="https://orcid.org/0000-0002-8115-0400">ORCID</a>)
Authors:<ul>
<li>Jakob Richter <a href="/link/jakob1richter%40gmail.com?package=bbotk&version=1.7.0" data-mini-rdoc="bbotk::jakob1richter@gmail.com">jakob1richter@gmail.com</a> (<a href="https://orcid.org/0000-0003-4481-5554">ORCID</a>)</li>
<li>Michel Lang <a href="/link/michellang%40gmail.com?package=bbotk&version=1.7.0" data-mini-rdoc="bbotk::michellang@gmail.com">michellang@gmail.com</a> (<a href="https://orcid.org/0000-0001-9754-0393">ORCID</a>)</li>
<li>Bernd Bischl <a href="/link/bernd_bischl%40gmx.net?package=bbotk&version=1.7.0" data-mini-rdoc="bbotk::bernd_bischl@gmx.net">bernd_bischl@gmx.net</a> (<a href="https://orcid.org/0000-0001-6002-6980">ORCID</a>)</li>
<li>Martin Binder <a href="/link/martin.binder%40mail.com?package=bbotk&version=1.7.0" data-mini-rdoc="bbotk::martin.binder@mail.com">martin.binder@mail.com</a></li>
</ul>Other contributors:<ul>
<li>Olaf Mersmann <a href="/link/olafm%40statistik.tu-dortmund.de?package=bbotk&version=1.7.0" data-mini-rdoc="bbotk::olafm@statistik.tu-dortmund.de">olafm@statistik.tu-dortmund.de</a> [contributor]</li>
</ul>

Author

bbotk: Black-Box Optimization Toolkit — bbotk-package

<ul>
<li><code>"bbotk.debug"</code>: If set to <code>TRUE</code>, asynchronous optimization is run in the main process.</li>
<li><code>"bbotk.tiny_logging"</code>: If set to <code>TRUE</code>, the logging is simplified to only show points and results.
NA values are removed.</li>
</ul>

Maintainer: Marc Becker <a href='mailto:marcbecker@posteo.de'>marcbecker@posteo.de</a> (<a href='https://orcid.org/0000-0002-8115-0400'>ORCID</a>)
Authors:<ul>
<li>Jakob Richter <a href='mailto:jakob1richter@gmail.com'>jakob1richter@gmail.com</a> (<a href='https://orcid.org/0000-0003-4481-5554'>ORCID</a>)</li>
<li>Michel Lang <a href='mailto:michellang@gmail.com'>michellang@gmail.com</a> (<a href='https://orcid.org/0000-0001-9754-0393'>ORCID</a>)</li>
<li>Bernd Bischl <a href='mailto:bernd_bischl@gmx.net'>bernd_bischl@gmx.net</a> (<a href='https://orcid.org/0000-0001-6002-6980'>ORCID</a>)</li>
<li>Martin Binder <a href='mailto:martin.binder@mail.com'>martin.binder@mail.com</a></li>
</ul>

Other contributors:<ul>
<li>Olaf Mersmann <a href='mailto:olafm@statistik.tu-dortmund.de'>olafm@statistik.tu-dortmund.de</a> [contributor]</li>
</ul>

bbotk-package: bbotk: Black-Box Optimization Toolkit

Description

Arguments

Package Options

Author

See Also