On the potential of automated algorithm configuration on multi-modal multi-objective optimization problems

Autor: Jeroen Rook, Heike Trautmann, Jakob Bossek, Christian Grimme

Publikováno v: GECCO '22: Proceedings of the Genetic and Evolutionary Computation Conference Companion, 356-359
STARTPAGE=356;ENDPAGE=359;TITLE=GECCO '22

Hardness of Multi-Objective (MO) continuous optimization problems results from an interplay of various problem characteristics, e.g. the degree of multi-modality. We present a benchmark study of classical and diversity focused optimizers on multi-mod

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::efa7f281d6096b3ae19a1eb3ae96b786
https://doi.org/10.1145/3520304.3528998

Parallel Problem Solving From Nature – PPSN XVIII : 18th International Conference, PPSN 2024, Hagenberg, Austria, September 14–18, 2024, Proceedings, Part I

Autor: Michael Affenzeller, Stephan M. Winkler, Anna V. Kononova, Heike Trautmann, Tea Tušar, Penousal Machado, Thomas Bäck

This multi-volume LNCS set, LNCS 15148-15151, constitutes the refereed proceedings of the 18th International Conference on Parallel Problem Solving from Nature, PPSN 2024, held in Hagenberg, Austria, in September 2024. The 101 full papers presented i

Parallel Problem Solving From Nature – PPSN XVII : 17th International Conference, PPSN 2022, Dortmund, Germany, September 10–14, 2022, Proceedings, Part II

Autor: Günter Rudolph, Anna V. Kononova, Hernán Aguirre, Pascal Kerschke, Gabriela Ochoa, Tea Tušar

This two-volume set LNCS 13398 and LNCS 13399 constitutes the refereed proceedings of the 17th International Conference on Parallel Problem Solving from Nature, PPSN 2022, held in Dortmund, Germany, in September 2022.The 87 revised full papers were c