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Spettel, Patrick; Ba, Zehao; Arnold, Dirk V.
Evolutionary computation, 12/2022, Letnik: 30, Številka: 4Journal Article
Active-set approaches are commonly used in algorithms for constrained numerical optimization. We propose that active-set techniques can beneficially be employed for evolutionary black-box optimization with explicit constraints and present an active-set evolution strategy. We experimentally evaluate its performance relative to those of several algorithms for constrained optimization and find that the active-set evolution strategy compares favourably for the problem set under consideration.
