37 citations · 140 across the 33 of their papers we have counts for
Showing 2022Show all
3 papers · 1 filter
cs.NE2022★ 1 cited
Hard Problems are Easier for Success-based Parameter Control
Mario Alejandro Hevia Fajardo, Dirk Sudholt
Recent works showed that simple success-based rules for self-adjusting parameters in evolutionary algorithms (EAs) can match or outperform the best fixed parameters on discrete pro…
cs.NE2022★ 3 cited
The Compact Genetic Algorithm Struggles on Cliff Functions
Frank Neumann, Dirk Sudholt, Carsten Witt
The compact genetic algorithm (cGA) is an non-elitist estimation of distribution algorithm which has shown to be able to deal with difficult multimodal fitness landscapes that are…
cs.NE2022★ 10 cited
Runtime Analysis of Restricted Tournament Selection for Bimodal Optimisation
Edgar Covantes Osuna, Dirk Sudholt
Niching methods have been developed to maintain the population diversity, to investigate many peaks in parallel and to reduce the effect of genetic drift. We present the first rigo…