55 citations · 137 across the 10 of their papers we have counts for
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cs.NE2021
Stagnation Detection in Highly Multimodal Fitness Landscapes
Amirhossein Rajabi, Carsten Witt
Stagnation detection has been proposed as a mechanism for randomized search heuristics to escape from local optima by automatically increasing the size of the neighborhood to find…
cs.NE2021★ 1 cited
On Steady-State Evolutionary Algorithms and Selective Pressure: Why Inverse Rank-Based Allocation of Reproductive Trials is Best
Dogan Corus, Andrei Lissovoi, Pietro S. Oliveto +1
We analyse the impact of the selective pressure for the global optimisation capabilities of steady-state EAs. For the standard bimodal benchmark function \twomax we rigorously prov…
cs.NE2021★ 25 cited
Stagnation Detection with Randomized Local Search
Amirhossein Rajabi, Carsten Witt
Recently a mechanism called stagnation detection was proposed that automatically adjusts the mutation rate of evolutionary algorithms when they encounter local optima. The so-calle…