Papers in Advanced Multi-Objective Optimization Algorithms 46
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Exploring Dimensionality Reduction Techniques for Efficient Surrogate-Assisted optimization2020 IEEE Symposium Series on Computational Intelligence (SSCI) conference-paper Computer Science Advanced Multi-Objective Optimization Algorithms Open access
Sibghat Ullah, Duc Anh Nguyen, Hao Wang, Stefan Menzel, Bernhard Sendhoff, Thomas Bäck
17citations -
A Consensus-Based Algorithm for Multi-Objective Optimization and Its Mean-Field Description13citations
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Automatic Configuration of a Multi-objective Local Search for Imbalanced Classification2020 Lecture notes in computer science conference-paper Computer Science Advanced Multi-Objective Optimization Algorithms
Sara Tari, Holger H. Hoos, Julie Jacques, Marie‐Éléonore Kessaci, Laëtitia Jourdan
7citations -
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 -
Multi$$^3$$: Optimizing Multimodal Single-Objective Continuous Problems in the Multi-objective Space by Means of Multiobjectivization2021 Lecture notes in computer science conference-paper Computer Science Advanced Multi-Objective Optimization Algorithms
Pelin Aspar, Pascal Kerschke, Vera Steinhoff, Heike Trautmann, Christian Grimme
5citations -
Transfer Learning of Surrogate Models via Domain Affine Transformation2024 Genetic and Evolutionary Computation Conference (GECCO) conference-paper Computer Science Advanced Multi-Objective Optimization Algorithms Open access
Shuaiqun Pan, Diederick Vermetten, Manuel López‐Ibáñez, Thomas Bäck, Hao Wang
5citations -
MO-IOHinspector: Anytime Benchmarking of Multi-objective Algorithms Using IOHprofiler2025 Lecture notes in computer science conference-paper Computer Science Advanced Multi-Objective Optimization Algorithms Open access
Diederick Vermetten, Jeroen Rook, Oliver Ludger Preuß, Jacob de Nobel, Carola Doerr, Manuel López‐Ibáñez, +2 more
4citations -
Comparative Analysis of Indicators for Multi-objective Diversity Optimization2025 Lecture notes in computer science conference-paper Computer Science Advanced Multi-Objective Optimization Algorithms Open access
Ksenia Pereverdieva, Andre H. Deutz, Tessa Ezendam, Thomas Bäck, Hèrm Hofmeyer, Michael Emmerich
4citations -
Transfer Learning of Surrogate Models: Integrating Domain Warping and Affine Transformations2025 Genetic and Evolutionary Computation Conference Companion (GECCO Companion) conference-paper Computer Science Advanced Multi-Objective Optimization Algorithms Open access
Shuaiqun Pan, Diederick Vermetten, Manuel López‐Ibáñez, Thomas Bäck, Hao Wang
3citations -
BBE: Basin-Based Evaluation of Multimodal Multi-objective Optimization Problems2022 Lecture notes in computer science conference-paper Computer Science Advanced Multi-Objective Optimization Algorithms Open access
Jonathan Heins, Jeroen Rook, Lennart Schäpermeier, Pascal Kerschke, Jakob Bossek, Heike Trautmann
2citations -
Multi-surrogate Assisted Efficient Global Optimization for Discrete Problems2022 IEEE Symposium Series on Computational Intelligence (SSCI) conference-paper Computer Science Advanced Multi-Objective Optimization Algorithms
Qi Huang, Roy de Winter, Bas van Stein, Thomas Bäck, Anna V. Kononova
2citations -
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