Towards a Theory-Guided Benchmarking Suite for Discrete Black-Box
Optimization Heuristics: Profiling $(1+λ)$ EA Variants on OneMax and
LeadingOnes

Towards a Theory-Guided Benchmarking Suite for Discrete Black-Box Optimization Heuristics: Profiling $(1+λ)$ EA Variants on OneMax and LeadingOnes

17 August 2018

Sander van Rijn

Thomas Bäck

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Papers citing "Towards a Theory-Guided Benchmarking Suite for Discrete Black-Box Optimization Heuristics: Profiling $(1+λ)$ EA Variants on OneMax and LeadingOnes"

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Title
Large-scale Benchmarking of Metaphor-based Optimization Heuristics Diederick Vermetten Carola Doerr Hao Wang Anna V. Kononova Thomas Bäck 63 5 0 15 Feb 2024
Salp Swarm Optimization: a Critical Review M. Castelli L. Manzoni L. Mariot Marco S. Nobile A. Tangherloni 50 77 0 03 Jun 2021
IOHanalyzer: Detailed Performance Analyses for Iterative Optimization Heuristics Hongya Wang Diederick Vermetten Furong Ye Carola Doerr Thomas Bäck 144 48 0 08 Jul 2020
Hybridizing the 1/5-th Success Rule with Q-Learning for Controlling the Mutation Rate of an Evolutionary Algorithm Arina Buzdalova Carola Doerr A. Rodionova 31 3 0 19 Jun 2020
Evolutionary Algorithms with Self-adjusting Asymmetric Mutation A. Rajabi Carsten Witt 94 7 0 16 Jun 2020
Benchmarking a $(μ+λ)$ Genetic Algorithm with Configurable Crossover Probability Furong Ye Hao Wang Carola Doerr Thomas Bäck 35 14 0 10 Jun 2020
Fast Mutation in Crossover-based Algorithms Denis Antipov M. Buzdalov Benjamin Doerr 55 36 0 14 Apr 2020
Self-Adjusting Evolutionary Algorithms for Multimodal Optimization A. Rajabi Carsten Witt 91 63 0 07 Apr 2020
Benchmarking Discrete Optimization Heuristics with IOHprofiler Carola Doerr Furong Ye Naama Horesh Hao Wang O. M. Shir Thomas Bäck 91 73 0 19 Dec 2019
Offspring Population Size Matters when Comparing Evolutionary Algorithms with Self-Adjusting Mutation Rates A. Rodionova Kirill Antonov Arina Buzdalova Carola Doerr 48 13 0 17 Apr 2019
Interpolating Local and Global Search by Controlling the Variance of Standard Bit Mutation Furong Ye Carola Doerr Thomas Bäck 72 24 0 17 Jan 2019