acqf

This function complements mlr_acqfunctions with functions in the spirit
of <code>mlr_sugar</code> from <a href="https://CRAN.R-project.org/package=mlr3">mlr3</a>.

A modern and flexible approach to Bayesian Optimization / Model
Based Optimization building on the 'bbotk' package. 'mlr3mbo' is a toolbox
providing both ready-to-use optimization algorithms as well as their fundamental
building blocks allowing for straightforward implementation of custom
algorithms. Single- and multi-objective optimization is supported as well as
mixed continuous, categorical and conditional search spaces. Moreover, using
'mlr3mbo' for hyperparameter optimization of machine learning models within the
'mlr3' ecosystem is straightforward via 'mlr3tuning'. Examples of ready-to-use
optimization algorithms include Efficient Global Optimization by Jones et al.
(1998) <doi:10.1023/A:1008306431147>, ParEGO by Knowles (2006)
<doi:10.1109/TEVC.2005.851274> and SMS-EGO by Ponweiser et al. (2008)
<doi:10.1007/978-3-540-87700-4_78>.

Lennart Schneider

mlr3mbo

Flexible Bayesian Optimization

Jakob Richter

Marc Becker

Michel Lang

Bernd Bischl

Florian Pfisterer

Martin Binder

Sebastian Fischer

Michael H. Buselli

Wessel Dankers

Carlos Fonseca

Manuel Lopez-Ibanez

Luis Paquete

acqf function

<dl><dt>.key</dt>
<dd>(<code>character(1)</code>) 
Key passed to the respective dictionary to retrieve
the object.</dd>
<dt>...</dt>
<dd>(named <code><a href="/link/list()?package=mlr3mbo&version=0.3.0" data-mini-rdoc="mlr3mbo::list()">list()</a></code>) 
Named arguments passed to the constructor, to be set as parameters in the
paradox::ParamSet, or to be set as public field. See
<code>mlr3misc::dictionary_sugar_get()</code> for more details.</dd></dl>

Arguments

This function complements mlr_acqfunctions with functions in the spirit
of <code>mlr_sugar</code> from <a href='https://CRAN.R-project.org/package=mlr3'>mlr3</a>.

Syntactic Sugar Acquisition Function Construction — acqf

<dl>

<dt>.key</dt>
<dd>(<code>character(1)</code>) 
Key passed to the respective dictionary to retrieve
the object.</dd>


<dt>...</dt>
<dd>(named <code><a href='https://rdrr.io/r/base/list.html'>list()</a></code>) 
Named arguments passed to the constructor, to be set as parameters in the
paradox::ParamSet, or to be set as public field. See
<code>mlr3misc::dictionary_sugar_get()</code> for more details.</dd>

</dl>

Syntactic Sugar Acquisition Function Construction

acqf: Syntactic Sugar Acquisition Function Construction

Description

Usage

Value

Arguments

Examples