| Adaptive structural hyper-parameter configuration by Q-learning H Zhang, J Sun, Z Xu 2020 IEEE Congress on Evolutionary Computation (CEC), 1-8, 2020 | 13 | 2020 |
| Controlling Sequential Hybrid Evolutionary Algorithm by Q-Learning [Research Frontier][Research Frontier] H Zhang, J Sun, T Bäck, Q Zhang, Z Xu IEEE Computational Intelligence Magazine 18 (1), 84-103, 2023 | 12 | 2023 |
| Learning adaptive differential evolution by natural evolution strategies H Zhang, J Sun, KC Tan, Z Xu IEEE Transactions on Emerging Topics in Computational Intelligence 7 (3 …, 2022 | 11 | 2022 |
| Improving pareto local search using cooperative parallelism strategies for multiobjective combinatorial optimization J Shi, J Sun, Q Zhang, H Zhang, Y Fan IEEE Transactions on Cybernetics 54 (4), 2369-2382, 2022 | 10 | 2022 |
| Learning to mutate for differential evolution H Zhang, J Sun, Z Xu 2021 IEEE Congress on Evolutionary Computation (CEC), 1-8, 2021 | 10 | 2021 |
| Learning to balance exploration and exploitation in pareto local search for multi-objective combinatorial optimization H Zhang, J Shi, J Sun, Z Xu Proceedings of the Genetic and Evolutionary Computation Conference Companion …, 2022 | 8 | 2022 |
| Learning unified mutation operator for differential evolution by natural evolution strategies H Zhang, J Sun, Z Xu, J Shi Information Sciences 632, 594-616, 2023 | 7 | 2023 |
| Learning to be global optimizer H Zhang, J Sun, Z Xu arXiv preprint arXiv:2003.04521, 2020 | 5 | 2020 |
| Variational reinforcement learning for hyper-parameter tuning of adaptive evolutionary algorithm H Zhang, J Sun, Y Wang, J Shi, Z Xu IEEE Transactions on Emerging Topics in Computational Intelligence 7 (5 …, 2022 | 3 | 2022 |
| A Gradient-based Method for Differential Evolution Parameter Control by Smoothing H Zhang, J Shi, J Sun, AW Mohamed, Z Xu Proceedings of the Genetic and Evolutionary Computation Conference Companion …, 2024 | 1 | 2024 |
| Learning to select the recombination operator for derivative-free optimization H Zhang, J Sun, T Bäck, Z Xu Science China Mathematics, 1-24, 2024 | 1 | 2024 |
| On hyper-parameter tuning for stochastic optimization algorithms H Zhang, J Sun, Z Xu arXiv preprint arXiv:2003.02038, 2020 | 1 | 2020 |
| Learning Adaptive Subspace Differential Evolution by Evolution Strategies H Zhang, J Shi, J Sun, Z Xu 2024 6th International Conference on Data-driven Optimization of Complex …, 2024 | | 2024 |
| Amortized Variational Deep Q Network H Zhang, Y Wang, J Sun, Z Xu arXiv preprint arXiv:2011.01706, 2020 | | 2020 |
Jianyong SunSchool of Mathematics and Statistics, Xi'an Jiaotong University, ChinaVerified email at xjtu.edu.cn