| The effect of diversity maintenance on prediction in dynamic multi-objective optimization G Ruan, G Yu, J Zheng, J Zou, S Yang Applied Soft Computing 58, 631-647, 2017 | 168 | 2017 |
| A predictive strategy based on special points for evolutionary dynamic multi-objective optimization Q Li, J Zou, S Yang, J Zheng, G Ruan Soft Computing 23, 3723-3739, 2019 | 94 | 2019 |
| When and how to transfer knowledge in dynamic multi-objective optimization G Ruan, LL Minku, S Menzel, B Sendhoff, X Yao 2019 IEEE Symposium Series on Computational Intelligence (SSCI), 2034-2041, 2019 | 36 | 2019 |
| A pareto-based evolutionary algorithm using decomposition and truncation for dynamic multi-objective optimization J Ou, J Zheng, G Ruan, Y Hu, J Zou, M Li, S Yang, X Tan Applied Soft Computing 85, 105673, 2019 | 34 | 2019 |
| An adaptation reference-point-based multiobjective evolutionary algorithm J Zou, L Fu, S Yang, J Zheng, G Ruan, T Pei, L Wang Information Sciences 488, 41-57, 2019 | 21 | 2019 |
| Solving dynamic multi-objective problems with an evolutionary multi-directional search approach Y Hu, J Ou, J Zheng, J Zou, S Yang, G Ruan Knowledge-Based Systems 194, 105175, 2020 | 20 | 2020 |
| A performance indicator for reference-point-based multiobjective evolutionary optimization Z Hou, S Yang, J Zou, J Zheng, G Yu, G Ruan 2018 IEEE Symposium Series on Computational Intelligence (SSCI), 1571-1578, 2018 | 17 | 2018 |
| A random benchmark suite and a new reaction strategy in dynamic multiobjective optimization G Ruan, J Zheng, J Zou, Z Ma, S Yang Swarm and Evolutionary Computation 63, 100867, 2021 | 15 | 2021 |
| Computational study on effectiveness of knowledge transfer in dynamic multi-objective optimization G Ruan, LL Minku, S Menzel, B Sendhoff, X Yao 2020 IEEE Congress on Evolutionary Computation (CEC), 1-8, 2020 | 15 | 2020 |
| Complementary surrogate-assisted differential evolution algorithm for expensive multi-objective problems under a limited computational budget X Cai, G Ruan, B Yuan, L Gao Information Sciences 632, 791-814, 2023 | 12 | 2023 |
| An evolutionary dynamic multi-objective optimization algorithm based on center-point prediction and sub-population autonomous guidance J Zhou, J Zou, S Yang, G Ruan, J Ou, J Zheng 2018 IEEE Symposium Series on Computational Intelligence (SSCI), 2148-2154, 2018 | 10 | 2018 |
| High-dimensional multi-objective optimization strategy based on decision space oriented search JH Zheng, NJ Dong, G Ruan, J Zou, S Yang Journal of Software 30 (009), 2686-2704, 2019 | 4 | 2019 |
| Evolutionary optimization for proactive and dynamic computing resource allocation in open radio access network G Ruan, LL Minku, Z Xu, X Yao IEEE Transactions on Emerging Topics in Computational Intelligence, 2024 | 3 | 2024 |
| A proportion-based selection scheme for multi-objective optimization L Fu, J Zou, S Yang, G Ruan, Z Ma, J Zheng 2017 IEEE Symposium Series on Computational Intelligence (SSCI), 1-7, 2017 | 3 | 2017 |
| Knowledge transfer for dynamic multi-objective optimization with a changing number of objectives G Ruan, LL Minku, S Menzel, B Sendhoff, X Yao IEEE Transactions on Emerging Topics in Computational Intelligence, 2024 | 2 | 2024 |
| Learning to Expand/Contract Pareto Sets in Dynamic Multi-Objective Optimization With a Changing Number of Objectives G Ruan, LL Minku, S Menzel, B Sendhoff, X Yao IEEE Transactions on Evolutionary Computation, 2024 | 1 | 2024 |
| 决策空间定向搜索的高维多目标优化策略 郑金华， 董南江， 阮干， 邹娟， 杨圣祥 软件学报 30 (9), 2686-2704, 2019 | 1 | 2019 |
| Knowledge transfer in dynamic multi-objective optimization G Ruan University of Birmingham, 2024 | | 2024 |
| Combining kernelised autoencoding and centroid prediction for dynamic multi‐objective optimisation Z Hou, J Zou, G Ruan, Y Liu, Y Xia CAAI Transactions on Intelligence Technology, 2024 | | 2024 |
| Deliverable D2. 4 Integrated Software Environment and Manual for Imbalanced Learning, Automated Machine Learning, Model-Assisted Robust Optimization, and Dynamic Multi … S Ullah, DA Nguyen, J Kong, H Wang, A Kononova, W Kowalczyk, ... | | |
Shengxiang YangProfessor of Computational Intelligence, De Montfort UniversityE-mail megerősítve itt: dmu.ac.uk