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Month: July 2021

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 … More

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 … More

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 … 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

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 … More

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 … More

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 … More

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 … More

Jörg Stork talking about “Behavior-based Neuroevolutionary Training in Reinforcement Learning” at GECCO 2021

Abstract: In addition to their undisputed success in solving classical optimization problems, neuroevolutionary and population-based algorithms have become an alternative to … More

Great Presentation from Sowmya Chandrasekaran at GECCO: “Competition on Optimization of a simulation model for a capacity and resource planning task for hospitals under special consideration of the COVID-19 pandemic”

July 11, 2021, 2:30 PM – 2:45 PM (Europe/Paris)Competition RoomSpeakers: Margarita Rebolledo, Frederik Rehbach, Sowmya Chandrasekaran, Thomas Bartz-BeielsteinAbstract: Similar to the many previous competitions, the … More

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  • CfP: GECCO 2023
  • Another Successful PhD Defense: Frederik Rehbach on “Enhancing Surrogate-Based-Optimization Through Parallelization“
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  • Open Access Book “Hyperparameter Tuning for Machine and Deep Learning with R” is finally published

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