3 papers
cs.NE2025
Fully Tensorized GPU-accelerated Multi-population Evolutionary Algorithm for Constrained Multiobjective Optimization Problems
Weixiong Huang, Rui Wang, Wenhua Li +5
Real world constrained multiobjective optimization problems (CMOPs) are prevalent and often come with stringent time-sensitive requirements. However, most contemporary constrained…
cs.NE2025
A Detection Region Method-Based Evolutionary Algorithm for Binary Constrained Multiobjective Optimization
Weixiong Huang, Rui Wang, Tao Zhang +2
Solving constrained multi-objective optimization problems (CMOPs) is a challenging task. While many practical algorithms have been developed to tackle CMOPs, real-world scenarios o…
cs.NE2025
Large Language Model Assisted Automated Algorithm Generation and Evolution via Meta-black-box optimization
Xu Yang, Rui Wang, Kaiwen Li +2
Meta-black-box optimization has been significantly advanced through the use of large language models (LLMs), yet in fancy on constrained evolutionary optimization. In this work, Aw…