Papers matching “evolutionary computation” 172
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Evolutionary Computation and Explainable AI: A Roadmap to Understandable Intelligent Systems2024 IEEE Transactions on Evolutionary Computation article Computer Science Explainable Artificial Intelligence (XAI) Open access
Ryan Zhou, Jaume Bacardit, Alexander E. I. Brownlee, Stefano Cagnoni, Martin Fyvie, Giovanni Iacca, +4 more
29citations -
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 -
Evolutionary Computation and Explainable AI: A Roadmap to Understandable Intelligent Systems2024 arXiv (Cornell University) preprint Computer Science Explainable Artificial Intelligence (XAI) Open access
Ryan Zhou, Jaume Bacardit, Alexander E. I. Brownlee, Stefano Cagnoni, Martin Fyvie, Giovanni Iacca, +4 more
2citations -
Large language models and evolutionary computation: A critical review of bidirectional interaction, automated algorithm design, and co-adaptive systems2026 Computer Science Review article Computer Science Metaheuristic Optimization Algorithms Research Open access
Dikshit Chauhan, Bapi Dutta, Indu Bala, Bas van Stein, Thomas Bäck, Anupam Yadav
0citations -
Parallel Adaptive Multi-Objective Evolutionary Learning of Discretized Bayesian Network Classifiers for Clinical Data2026 Genetic and Evolutionary Computation Conference Companion (GECCO Companion) conference-paper Computer Science Bayesian Modeling and Causal Inference Open access
Damy M. F. Ha, Thalea Schlender, Yvette M. van der Linden, Peter A. N. Bosman, Tanja Alderliesten
0citations -
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 -
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 -
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 -
On the Impact of Basic Mutation Operators and Populations within Evolutionary Algorithms for the Dynamic Weighted Traveling Salesperson Problem1citations
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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 -
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 -
Leveraging conditional linkage models in gray-box optimization with the real-valued gene-pool optimal mixing evolutionary algorithm2020 Genetic and Evolutionary Computation Conference (GECCO) conference-paper Computer Science Metaheuristic Optimization Algorithms Research Open access
Anton Bouter, Stefanus C. Maree, Tanja Alderliesten, Peter A. N. Bosman
11citations -
Addressing the multiplicity of solutions in optical lens design as a niching evolutionary algorithms computational challenge2021 Genetic and Evolutionary Computation Conference Companion (GECCO Companion) conference-paper Computer Science Metaheuristic Optimization Algorithms Research Open access
Anna V. Kononova, Ofer M. Shir, Teus W. Tukker, Pierluigi Frisco, Shutong Zeng, Thomas Bäck
3citations -
EvoHIIT: Preference-Based Selection in LLM-Assisted Evolutionary Design of Natural Language Solutions2026 Genetic and Evolutionary Computation Conference Companion (GECCO Companion) conference-paper Computer Science Evolutionary Algorithms and Applications Open access
Johana Chen, Bas van Stein, Robert Cabri, Thomas Bäck, Anna V. Kononova
0citations