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What Performance Indicators to Use for Self-Adaptation in Multi-Objective Evolutionary Algorithms2024 Genetic and Evolutionary Computation Conference (GECCO) conference-paper Computer Science Advanced Multi-Objective Optimization Algorithms Open access
Furong Ye, Frank Neumann, Jacob de Nobel, Aneta Neumann, Thomas Bäck
2citations -
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 -
One-shot optimization for vehicle dynamics control systems2022 Genetic and Evolutionary Computation Conference Companion (GECCO Companion) conference-paper Computer Science Advanced Multi-Objective Optimization Algorithms Open access
André Thomaser, Anna V. Kononova, Marc-Eric Vogt, Thomas Bäck
7citations -
Large Language Models and Evolutionary Computation: A Critical Review of Bidirectional Interaction, Automated Algorithm Design, and Co-Adaptive Systems2025 arXiv (Cornell University) preprint Computer Science Metaheuristic Optimization Algorithms Research Open access
Dikshit Chauhan, Bapi Dutta, Indu Bala, Bas van Stein, Thomas Bäck
0citations -
Reinforcement Learning for Quality-Oriented Production Process Parameter Optimization Based on Predictive Models2023 Advances in transdisciplinary engineering book-chapter Computer Science Reinforcement Learning in Robotics Open access
Akshay Paranjape, Nils Plettenberg, Markus Ohlenforst, Robert Heinrich Schmitt
2citations -
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