Papers in Metaheuristic Optimization Algorithms Research 54
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IOHanalyzer: Detailed Performance Analyses for Iterative Optimization Heuristics2022 ACM Transactions on Evolutionary Learning and Optimization article Computer Science Metaheuristic Optimization Algorithms Research Open access
Hao Wang, Diederick Vermetten, Furong Ye, Carola Doerr, Thomas Bäck
61citations -
BIAS: A Toolbox for Benchmarking Structural Bias in the Continuous Domain2022 IEEE Transactions on Evolutionary Computation article Computer Science Metaheuristic Optimization Algorithms Research Open access
Diederick Vermetten, Bas van Stein, Fabio Caraffini, Leandro Lei Minku, Anna V. Kononova
34citations -
An Improved Heterogeneous Comprehensive Learning Symbiotic Organism Search for Optimization Problems2023 Knowledge-Based Systems article Computer Science Metaheuristic Optimization Algorithms Research
Aminu Onimisi Abdulsalami, Mohamed Abd Elaziz, Farhad Soleimanian Gharehchopogh, Ahmed Tijani Salawudeen, Shengwu Xiong
29citations -
The Importance of Being Constrained: Dealing with Infeasible Solutions in Differential Evolution and Beyond2023 Evolutionary Computation article Computer Science Metaheuristic Optimization Algorithms Research Open access
Anna V. Kononova, Diederick Vermetten, Fabio Caraffini, Mădălina Mitran, Daniela Zaharie
27citations -
Controlling Sequential Hybrid Evolutionary Algorithm by Q-Learning [Research Frontier] [Research Frontier]2023 IEEE Computational Intelligence Magazine article Computer Science Metaheuristic Optimization Algorithms Research Open access
Haotian Zhang, Jianyong Sun, Thomas Bäck, Qingfu Zhang, Zongben Xu
27citations -
Using the Empirical Attainment Function for Analyzing Single-Objective Black-Box Optimization Algorithms2024 IEEE Transactions on Evolutionary Computation article Computer Science Metaheuristic Optimization Algorithms Research Open access
Manuel López‐Ibáñez, Diederick Vermetten, Johann Dréo, Carola Doerr
21citations -
A study on the effects of normalized TSP features for automated algorithm selection2022 Theoretical Computer Science article Computer Science Metaheuristic Optimization Algorithms Research
Jonathan Heins, Jakob Bossek, Janina Pohl, Moritz Vinzent Seiler, Heike Trautmann, Pascal Kerschke
16citations -
Optimizing With Low Budgets: A Comparison on the Black-Box Optimization Benchmarking Suite and OpenAI Gym2023 IEEE Transactions on Evolutionary Computation article Computer Science Metaheuristic Optimization Algorithms Research Open access
Elena Raponi, Nathanaël Carraz Rakotonirina, Jérémy Rapin, Carola Doerr, Olivier Teytaud
10citations -
Surrogate-based automated hyperparameter optimization for expensive automotive crashworthiness optimization2025 Structural and Multidisciplinary Optimization article Computer Science Metaheuristic Optimization Algorithms Research Open access
Fu Xing Long, Bas van Stein, Moritz A. Frenzel, Markus Gitterle, Thomas Bäck
10citations -
Generating Cheap Representative Functions for Expensive Automotive Crashworthiness Optimization2024 ACM Transactions on Evolutionary Learning and Optimization article Computer Science Metaheuristic Optimization Algorithms Research Open access
Fu Xing Long, Bas van Stein, Moritz A. Frenzel, Markus Gitterle, Thomas Bäck
8citations