Towards a theory-guided benchmarking suite for discrete black-box optimization heuristics: profiling (1 + λ) EA variants on onemax and leadingones

Carola Doerr, Furong Ye, Sander van Rijn, Hao Wang 0025, Thomas Bäck. Towards a theory-guided benchmarking suite for discrete black-box optimization heuristics: profiling (1 + λ) EA variants on onemax and leadingones. In Hernán E. Aguirre, Keiki Takadama, editors, Proceedings of the Genetic and Evolutionary Computation Conference, GECCO 2018, Kyoto, Japan, July 15-19, 2018. pages 951-958, ACM, 2018. [doi]

Abstract

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