3 citations · 3 across the 3 of their papers we have counts for
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cs.NE2020★ 3 cited
Unified Framework for the Adaptive Operator Selection of Discrete Parameters
Mudita Sharma, Manuel Lopez-Ibanez, Dimitar Kazakov
We conduct an exhaustive survey of adaptive selection of operators (AOS) in Evolutionary Algorithms (EAs). We simplified the AOS structure by adding more components to the framewor…
cs.NE2019
Deep Reinforcement Learning Based Parameter Control in Differential Evolution
Mudita Sharma, Alexandros Komninos, Manuel Lopez Ibanez +1
Adaptive Operator Selection (AOS) is an approach that controls discrete parameters of an Evolutionary Algorithm (EA) during the run. In this paper, we propose an AOS method based o…