Version 2.5.8 of the Sequential Parameter Optimization Toolbox is available. SPOT is set of tools for model-based optimization and tuning…
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…
Students from IDE+A (TH Köln) Participating at GECCO 2021
This year the IDE+A team was very active at Genetic and Evolutionary Computation Conference (GECCO). GECCO: high-quality results in genetic…
AI-based approach to detect, classify and localize underwater events. Preprint “Underwater Acoustic Networks for Security Risk Assessment in Public Drinking Water Reservoirs” available on arXiv
The preprint of the paper “Underwater Acoustic Networks for Security Risk Assessment in Public Drinking Water Reservoirs” is available on…
CFP: evoapps – special session on “Analysis of Evolutionary Computation Methods: Theory, Empirics, and Real-world Applications”
Theory, empirics, and practice are often considered in isolation in our research community. However, recent work has demonstrated that collaboration…
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…
Recommended Reading: Reproducibility in Evolutionary Computation by Manuel López-Ibáñez, Juergen Branke, and Luís Paquete
To overcome the reproducibility crisis we need a culture shift towards reproducibility in EC, with reproducibility playing a bigger role…
Litmaps: great tool for interactively visualizing citations
Litmaps combines interactive citation maps, modern search tools, and targeted updates. The following map is based on the bibliography from…
EuroGP 2022: THE 25th EUROPEAN CONFERENCE ON GENETIC PROGRAMMING
Important dates Submission deadline: 1 November 2021EvoStar Conference: 20-22 April, 2022 EuroGP EuroGP is the premier annual conference on Genetic Programming…
Impressions from the ECiP Track at GECCO 2021 (Morning Session)
In the Evolutionary Computation in Practice (ECiP) track, well-known speakers with outstanding reputation in academia and industry present background and insider information…