Papers in Advanced Multi-Objective Optimization Algorithms 98
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On the Effect of the Cooperation of Indicator-Based Multiobjective Evolutionary Algorithms2021 IEEE Transactions on Evolutionary Computation article Computer Science Advanced Multi-Objective Optimization Algorithms Open access
Jesús Guillermo Falcón-Cardona, Hisao Ishibuchi, Carlos A. Coello Coello, Michael Emmerich
40citations -
Peeking beyond peaks: Challenges and research potentials of continuous multimodal multi-objective optimization2021 Computers & Operations Research article Computer Science Advanced Multi-Objective Optimization Algorithms Open access
Christian Grimme, Pascal Kerschke, Pelin Aspar, Heike Trautmann, Mike Preuß, Andre H. Deutz, +2 more
35citations -
Automatic preference based multi-objective evolutionary algorithm on vehicle fleet maintenance scheduling optimization2021 Swarm and Evolutionary Computation article Computer Science Advanced Multi-Objective Optimization Algorithms Open access
Yali Wang, Steffen Limmer, Markus Olhofer, Michael Emmerich, Thomas Bäck
24citations -
Parallel multi-objective optimization for expensive and inexpensive objectives and constraints2024 Swarm and Evolutionary Computation article Computer Science Advanced Multi-Objective Optimization Algorithms Open access
Roy de Winter, Bas Milatz, Julian Blank, Bas van Stein, Thomas Bäck, Kalyanmoy Deb
18citations -
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 Performance Indicator for Interactive Evolutionary Multiobjective Optimization Methods2023 IEEE Transactions on Evolutionary Computation article Computer Science Advanced Multi-Objective Optimization Algorithms Open access
Pouya Aghaei Pour, Sunith Bandaru, Bekir Afşar, Michael Emmerich, Kaisa Miettinen
12citations -
A Newton Method for Hausdorff Approximations of the Pareto Front Within Multiobjective Evolutionary Algorithms2024 IEEE Transactions on Evolutionary Computation article Computer Science Advanced Multi-Objective Optimization Algorithms Open access
Hao Wang, Angel E. Rodríguez-Fernandez, Lourdes Uribe, Andre H. Deutz, Oziel Cortés-Piña, Oliver Schütze
12citations -
Learning-guided cross-sampling for large-scale evolutionary multi-objective optimization2024 Swarm and Evolutionary Computation article Computer Science Advanced Multi-Objective Optimization Algorithms Open access
Hanjing Wang, Li Chen, Xingxing Hao, Rong Qu, Wei Min Zhou, Dekui Wang, +1 more
9citations -
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