SPOT-package: Sequential Parameter Optimization Toolbox
In SPOT: Sequential Parameter Optimization Toolbox
SPOT-package R Documentation
Sequential Parameter Optimization Toolbox
Description
Sequential Parameter Optimization Toolbox
Details
SPOT uses a combination statistic models and optimization algorithms
for the purpose of parameter optimization. Design of Experiment methods
are employed to generate an initial set of candidate solutions, which
are evaluated with a user-provided objective function.
The resulting data is used to fit a model, which in turn is subject
to an optimization algorithm, to find the most promising candidate solution(s).
These are again evaluated, after which the model is updated with the new results.
This sequential procedure of modeling, optimization, and evaluation is iterated
until the evaluation budget is exhausted.
Maintainer
Thomas Bartz-Beielstein tbb@bartzundbartz.de
Author(s)
Thomas Bartz-Beielstein tbb@bartzundbartz.de, Martin Zaefferer, and F. Rehbach
with contributions from: C. Lasarczyk, M. Rebolledo, Joerg Stork.
See Also
Main interface function is spot.
SPOT documentation built on June 26, 2022, 1:06 a.m.
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| SPOT-package | R Documentation |
Sequential Parameter Optimization Toolbox
Description
Sequential Parameter Optimization Toolbox
Details
SPOT uses a combination statistic models and optimization algorithms for the purpose of parameter optimization. Design of Experiment methods are employed to generate an initial set of candidate solutions, which are evaluated with a user-provided objective function. The resulting data is used to fit a model, which in turn is subject to an optimization algorithm, to find the most promising candidate solution(s). These are again evaluated, after which the model is updated with the new results. This sequential procedure of modeling, optimization, and evaluation is iterated until the evaluation budget is exhausted.
Maintainer
Thomas Bartz-Beielstein tbb@bartzundbartz.de
Author(s)
Thomas Bartz-Beielstein tbb@bartzundbartz.de, Martin Zaefferer, and F. Rehbach with contributions from: C. Lasarczyk, M. Rebolledo, Joerg Stork.
See Also
Main interface function is spot.
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
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