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Category: Sequential Parameter Optimization
SPOTMisc Uploaded to CRAN
The new package SPOTMisc was submitted to CRAN today. It implements the following SPOT functions and related R scripts: funExternal.R … More
SPOT 2.5.0 Uploaded to CRAN
This is the new SPOT core package. Additional functions were moved tothe new package SPOTMisc, which was submitted to CRAN … More
SPOT package build runs smoothly under R 4.1 update
Just updated to the recent R version 4.1.0 (2021-05-18) – “Camp Pontanezen” on our machines. Great news: the compilation of … More
Keynote at SAEOpt: Surrogate Model Based Hyperparameter Tuning for Deep Learning with SPOT
Prof. Bartz-Beielstein has been invited as a keynote speaker at the workshop on Surrogate-Assisted Evolutionary Optimisation (SAEOpt) https://saeopt.bitbucket.io/) at GECCO. … More
SPOT_2.4.2 Released
Package SPOT_2.4.2.tar.gz is on its way to CRAN.Many thanks to the CRAN team! Here is the link to the package: … More
Tuning algorithms for black-box optimization: State of the art and future perspectives will be available in May 2021
The publication “Tuning algorithms for black-box optimization: State of the art and future perspectives” by Thomas Bartz-Beielstein, Frederik Rehbach, and … More
“Sequential Parameter Optimization for Mixed-Discrete Problems” Published in the Book “Optimization Under Uncertainty with Applications to Aerospace Engineering”
The book Optimization Under Uncertainty with Applications to Aerospace Engineering has recently been published in electronic and print format. It includes our contribution … More
SPOT 2.3.0 is on CRAN
SPOT, the Sequential Parameter Optimization Toolbox, is a set of tools for model-based optimization and tuning of algorithms. It includes … More
Survey “Benchmarking in Optimization: Best Practice and Open Issues” available
This survey compiles ideas and recommendations from more than a dozenresearchers with different backgrounds and from different institutes around theworld. … More