Publications

Peter Winkler, Norman Koch, Andreas Hornig, und Johannes Gerritzen. OmniOpt – A tool for hyperparameter optimization on HPC. In Heike Jagode, Hartwig Anzt, Hatem Ltaief, und Piotr Luszczek (Hrsg.), High Performance Computing - ISC High Performance Digital 2021 International Workshops, 2021, Revised Selected Papers, 285--296, Springer, Berlin u. a., Germany, 13.11.2021. [PUMA: FIS_scads High Hyperparameter Neural computing, networks optimization, performance xack]

Konstantin Dietrich, und Pascal Kerschke. Evaluation of Algorithms from the Nevergrad Toolbox on the Strictly Box-Constrained SBOX-COST Benchmarking Suite. Proceedings of the Companion Conference on Genetic and Evolutionary Computation, 2326–2329, Association for Computing Machinery, New York, NY, USA, 2023. [PUMA: topic_engineering BBOB, SBOX-COST, benchmarking continuous nevergrad, optimization,] URL

Sebastian Volke, Dirk Zeckzer, Gerik Scheuermann, und Martin Middendorf. A Visual Method for Analysis and Comparison of Search Landscapes. Proceedings of the 2015 Annual Conference on Genetic and Evolutionary Computation, 497–504, Association for Computing Machinery, New York, NY, USA, 2015. [PUMA: combinatorial empirical fitness landscapes, local optimization, search study,] URL