| A vector angle-based evolutionary algorithm for unconstrained many-objective optimization Y Xiang, Y Zhou, M Li, Z Chen IEEE Transactions on Evolutionary Computation 21 (1), 131-152, 2016 | 368 | 2016 |
| Evolutionary many-objective optimization based on dynamical decomposition X He, Y Zhou, Z Chen, Q Zhang IEEE Transactions on Evolutionary Computation 23 (3), 361-375, 2018 | 106 | 2018 |
| A scalar projection and angle-based evolutionary algorithm for many-objective optimization problems Y Zhou, Y Xiang, Z Chen, J He, J Wang IEEE Transactions on Cybernetics 49 (6), 2073-2084, 2018 | 66 | 2018 |
| Half a dozen real-world applications of evolutionary multitasking, and more A Gupta, L Zhou, YS Ong, Z Chen, Y Hou IEEE Computational Intelligence Magazine 17 (2), 49-66, 2022 | 64 | 2022 |
| Learning task relationships in evolutionary multitasking for multiobjective continuous optimization Z Chen, Y Zhou, X He, J Zhang IEEE Transactions on Cybernetics 52 (6), 5278-5289, 2020 | 47 | 2020 |
| Ranking vectors by means of the dominance degree matrix Y Zhou, Z Chen, J Zhang IEEE Transactions on Evolutionary Computation 21 (1), 34-51, 2016 | 42 | 2016 |
| A decomposition-based many-objective artificial bee colony algorithm Y Xiang, Y Zhou, L Tang, Z Chen IEEE Transactions on Cybernetics 49 (1), 287-300, 2017 | 39 | 2017 |
| Evolutionary bilevel optimization based on covariance matrix adaptation X He, Y Zhou, Z Chen IEEE Transactions on Evolutionary Computation 23 (2), 258-272, 2018 | 38 | 2018 |
| Evolutionary machine learning with minions: A case study in feature selection N Zhang, A Gupta, Z Chen, YS Ong IEEE Transactions on Evolutionary Computation 26 (1), 130-144, 2021 | 32 | 2021 |
| A many-objective particle swarm optimizer with leaders selected from historical solutions by using scalar projections Y Xiang, Y Zhou, Z Chen, J Zhang IEEE transactions on cybernetics 50 (5), 2209-2222, 2018 | 30 | 2018 |
| Auto-creation of Effective Neural Network Architecture by Evolutionary Algorithm and ResNet for Image Classification* Z Chen, Y Zhou, Z Huang 2019 IEEE international conference on systems, man and cybernetics (SMC …, 2019 | 27 | 2019 |
| Running time analysis of MOEA/D with crossover on discrete optimization problem Z Huang, Y Zhou, Z Chen, X He Proceedings of the AAAI Conference on Artificial Intelligence 33 (01), 2296-2303, 2019 | 27 | 2019 |
| An angle based constrained many-objective evolutionary algorithm Y Xiang, J Peng, Y Zhou, M Li, Z Chen Applied Intelligence 47, 705-720, 2017 | 26 | 2017 |
| An evolution path-based reproduction operator for many-objective optimization X He, Y Zhou, Z Chen IEEE Transactions on Evolutionary Computation 23 (1), 29-43, 2017 | 25 | 2017 |
| Decomposition-based evolutionary algorithm with automatic estimation to handle many-objective optimization problem C Zhao, Y Zhou, Z Chen Information Sciences 546, 1030-1046, 2021 | 21 | 2021 |
| Large-scale evolution strategy based on search direction adaptation X He, Y Zhou, Z Chen, J Zhang, WN Chen IEEE Transactions on Cybernetics 51 (3), 1651-1665, 2019 | 18 | 2019 |
| A many-objective evolutionary algorithm based on a projection-assisted intra-family election Z Chen, Y Zhou, Y Xiang Applied Soft Computing 61, 394-411, 2017 | 18 | 2017 |
| A multiobjective evolutionary algorithm based on objective-space localization selection Y Zhou, Z Chen, Z Huang, Y Xiang IEEE Transactions on Cybernetics 52 (5), 3888-3901, 2020 | 17 | 2020 |
| A Restart-based Rank-1 Evolution Strategy for Reinforcement Learning. Z Chen, Y Zhou, X He, S Jiang IJCAI, 2130-2136, 2019 | 16 | 2019 |
| Scaling multiobjective evolution to large data with minions: a Bayes-informed multitask approach Z Chen, A Gupta, L Zhou, YS Ong IEEE Transactions on Cybernetics, 2022 | 15 | 2022 |
Yuren ZhouProfessor of Computer Science, SUN YAT-SEN UNIVERSITYDirección de correo verificada de mail.sysu.edu.cn
