A Practical Guide with Examples in Python A new book on the important topic of Online Machine Learning has now been … More
Category: Optimization
A Co-operative Algorithm Framework for Solving Large-Scale Heterogeneous Problems with Multiple Objectives
Interested in optimization algorithms for solving business, management, operations research and industrial optimization problems with real-world impact? Then this project … More
More than 10 000 Accesses: “Hyperparameter Tuning for Machine and Deep Learning” Book
This open access book provides a wealth of hands-on examples that illustrate how hyperparameter tuning can be applied in practice … More
Open Access Book “Hyperparameter Tuning for Machine and Deep Learning with R” is finally published
The book “Hyperparameter Tuning for Machine and Deep Learning with R – A Practical Guide” is finally published. The content is … More
EvoStar 2023 – CFP: Special Session on Surrogate-Assisted Evolutionary Computation
EvoStar, the leading European event on bio‑inspired computation, will have a Special Session on Surrogate-Assisted Evolutionary Computation (S-A-E-O) in 2023. … More
Open Access Book “Hyperparameter Tuning for ML and DL with R”: Proof reading started
Today, we received the proofs from Springer. The book will be available soon, see https://link.springer.com/book/9789811951695
CfP: 2022 Workshop on AI-based Optimisation
The 2022 Workshop on AI-based Optimisation (AI-OPT 2022) https://easychair.org/cfp/AIOPT2022 will take place on 17-18 November, 2022, at the University of … More
Invited Talk @GECCO: Hyperparameter Tuning for Machine and Deep Learning with R
Thomas Bartz-Beielstein will present some ideas from the book “Hyperparameter Tuning for Machine and Deep Learning with R – A … More
SPOTMisc 1.19.26 is on its Way to CRAN
SPOTMisc: Misc Extensions for the ‘SPOT’ Package Implements additional models, simulation tools, and interfaces as extensions to ‘SPOT’. It provides … More
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