SPOTMisc: Misc Extensions for the ‘SPOT’ Package Implements additional models, simulation tools, and interfaces as extensions to ‘SPOT’. It provides … More
Category: Optimization
SPOT 2.11.10 is on CRAN
Sequential Parameter Optimization Toolbox A set of tools for model-based optimization and tuning of algorithms (hyperparameter tuning respectively hyperparameter optimization). … More
SPOT Updates on CRAN
Version: 2.8.2 of the Sequential Parameter Optimization Toolbox is available on CRAN. SPOT is set of tools for model-based optimization … More
Open Optimization Competition 2022 – Call for Participation
Do you share our enthusiasm for reproducible, open-source benchmarking of black-box optimization algorithms? Participate in the Open Optimization Competition 2022, organized … More
Multiple Criteria Decision Making Newsletter 1/2022 Available
The new issue of the International Society on Multiple Criteria Decision Making (MCDM) newsletter has been published. You can find … More
New Paper: High-Lift Devices Topology Robust Optimisation Using Machine Learning Assisted Optimisation
Authors: Lorenzo Gentile, Elisa Morales, Martin Zaefferer, Edmondo Minisci, Domenico Quagliarella, Thomas Bartz-Beielstein, Renato Tognaccini Abstract This paper addresses the … More
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
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
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