Version: 2.8.2 of the Sequential Parameter Optimization Toolbox is available on CRAN. SPOT is set of tools for model-based optimization … More
Category: Sequential Parameter Optimization
Open Access Article “Elevator group control as a constrained multiobjective optimization problem”
Authors: Aljoša Vodopija, Jörg Stork, Thomas Bartz-Beielstein, Bogdan Filipič Applied Soft Computing, Volume 115, 2022, https://doi.org/10.1016/j.asoc.2021.108277. Abstract Abstract: Modern elevator … More
Package SPOT_2.5.18.tar.gz has been built for Windows on CRAN
The package SPOT_2.5.18.tar.gz has been built for Windows and is published in the corresponding CRAN directory.R version 4.1.2 (2021-11-01). More: … More
SPOT 2.5.18 uploaded to CRAN. UPDATE: SPOT 2.5.18 is already on CRAN!
That was quick: package sources of SPOT, the Sequential Parameter Optimization Toolbox, Version 2.5.18, are available on CRAN, see https://cran.r-project.org/web/packages/SPOT/index.html. … More
SPOT 2.5.18 released
Version 2.5.18 of the SPOT software fixes sign errors in the buildBO() function. SPOT is set of tools for model-based … More
SPOTMisc 1.2.11 Windows Binary on CRAN
The package SPOTMisc_1.2.11.tar.gz has been built for Windows andwill be published in the corresponding CRAN directory.R version 4.1.0 (2021-05-18). More: … More
SPOT 2.5.8 released
Version 2.5.8 of the Sequential Parameter Optimization Toolbox is available. SPOT is set of tools for model-based optimization and tuning … More
SPOTMisc 1.2.8 Released
This is a minor update that implements the new function funKerasMnist(). Version 1.2.8. is NOT available from CRAN, it can … More
Hyperparameter Tuning Survey Paper: Experimental Investigation and Evaluation of Model-based Hyperparameter Optimization
The working paper “Experimental Investigation and Evaluation of Model-based Hyperparameter Optimization” by Eva Bartz, Martin Zaefferer, Olaf Mersmann, Thomas Bartz-Beielstein was published on … More
Working Paper: Surrogate Model Based Hyperparameter Tuning for Deep Learning with SPOT
Authors: Thomas Bartz-Beielstein, Frederik Rehbach, Amrita Sen, and Martin ZaeffererCategories: cs.LGMSC-class: 68T07ACM-class: A.1; B.8.0; G.1.6; G.4; I.2.8 A surrogate model … More