Deep reinforcement learning assisted co-evolutionary differential evolution for constrained optimization Z Hu, W Gong, W Pedrycz, Y Li Swarm and Evolutionary Computation 83, 101387, 2023 | 35 | 2023 |
Multitasking optimization via an adaptive solver multitasking evolutionary framework Y Li, W Gong, S Li Information Sciences 630, 688-712, 2023 | 34 | 2023 |
Multiobjective multitask optimization with multiple knowledge types and transfer adaptation Y Li, W Gong IEEE Transactions on Evolutionary Computation, 2024 | 16 | 2024 |
Evolutionary constrained multi-task optimization: Benchmark problems and preliminary results Y Li, W Gong, S Li Proceedings of the Genetic and Evolutionary Computation Conference Companion …, 2022 | 14 | 2022 |
Multitask evolution strategy with knowledge-guided external sampling Y Li, W Gong, S Li IEEE Transactions on Evolutionary Computation, 2023 | 13 | 2023 |
Evolutionary competitive multitasking optimization via improved adaptive differential evolution Y Li, W Gong, S Li Expert Systems with Applications 217, 119550, 2023 | 12 | 2023 |
MToP: A MATLAB optimization platform for evolutionary multitasking Y Li, W Gong, F Ming, T Zhang, S Li, Q Gu arXiv preprint arXiv:2312.08134, 2023 | 10 | 2023 |
A Competitive and Cooperative Evolutionary Framework for Ensemble of Constraint Handling Techniques Y Li, W Gong, Z Hu, S Li IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2024 | 2 | 2024 |
Multitask differential evolution with adaptive dual knowledge transfer T Zhang, W Gong, Y Li Applied Soft Computing 165, 112040, 2024 | | 2024 |
A Diversity-Enhanced Tri-Stage Framework for Constrained Multi-objective Optimization Y Wang, C Hu, F Ming, Y Li, W Gong, L Gao IEEE Transactions on Evolutionary Computation, 2024 | | 2024 |
Transfer Task-Averaged Natural Gradient for Efficient Many-Task Optimization Y Li, W Gong, Q Gu IEEE Transactions on Evolutionary Computation, 2024 | | 2024 |
Transfer Search Directions Among Decomposed Subtasks for Evolutionary Multitasking in Multiobjective Optimization Y Li, W Gong, Q Gu Proceedings of the Genetic and Evolutionary Computation Conference, 557-565, 2024 | | 2024 |
Constrained multitasking optimization via co-evolution and domain adaptation T Zhang, D Li, Y Li, W Gong Swarm and Evolutionary Computation 87, 101570, 2024 | | 2024 |