| Multiobjective evolutionary algorithms: A survey of the state of the art A Zhou, BY Qu, H Li, SZ Zhao, PN Suganthan, Q Zhang Swarm and evolutionary computation 1 (1), 32-49, 2011 | 2520 | 2011 |
| Multiobjective optimization test instances for the CEC 2009 special session and competition Q Zhang, A Zhou, S Zhao, PN Suganthan, W Liu, S Tiwari | 1323 | 2008 |
| RM-MEDA: A regularity model-based multiobjective estimation of distribution algorithm Q Zhang, A Zhou, Y Jin IEEE Transactions on Evolutionary Computation 12 (1), 41-63, 2008 | 952 | 2008 |
| A population prediction strategy for evolutionary dynamic multiobjective optimization A Zhou, Y Jin, Q Zhang IEEE Transactions on Cybernetics 44 (1), 40-53, 2014 | 466 | 2014 |
| Combining model-based and genetics-based offspring generation for multi-objective optimization using a convergence criterion A Zhou, Y Jin, Q Zhang, B Sendhoff, E Tsang 2006 IEEE international conference on evolutionary computation, 892-899, 2006 | 440 | 2006 |
| Approximating the set of Pareto-optimal solutions in both the decision and objective spaces by an estimation of distribution algorithm A Zhou, Q Zhang, Y Jin IEEE transactions on evolutionary computation 13 (5), 1167-1189, 2009 | 342 | 2009 |
| A particle swarm optimization algorithm for mixed-variable optimization problems F Wang, H Zhang, A Zhou Swarm and Evolutionary Computation 60, 100808, 2021 | 277 | 2021 |
| Prediction-based population re-initialization for evolutionary dynamic multi-objective optimization A Zhou, Y Jin, Q Zhang, B Sendhoff, E Tsang International conference on evolutionary multi-criterion optimization, 832-846, 2007 | 273 | 2007 |
| Adaptive replacement strategies for MOEA/D Z Wang, Q Zhang, A Zhou, M Gong, L Jiao IEEE transactions on cybernetics 46 (2), 474-486, 2015 | 260 | 2015 |
| Are all the subproblems equally important? Resource allocation in decomposition-based multiobjective evolutionary algorithms A Zhou, Q Zhang IEEE Transactions on Evolutionary Computation 20 (1), 52-64, 2015 | 172 | 2015 |
| Constrained subproblems in a decomposition-based multiobjective evolutionary algorithm L Wang, Q Zhang, A Zhou, M Gong, L Jiao IEEE Transactions on Evolutionary computation 20 (3), 475-480, 2015 | 170 | 2015 |
| A Self-Organizing Multiobjective Evolutionary Algorithm H Zhang, A Zhou, Q Zhang, XZ Gao, J Zhang IEEE Transactions on Evolutionary Computation 20 (5), 792-806, 2016 | 159 | 2016 |
| A multioperator search strategy based on cheap surrogate models for evolutionary optimization W Gong, A Zhou, Z Cai IEEE transactions on Evolutionary Computation 19 (5), 746-758, 2015 | 143 | 2015 |
| A classification and Pareto domination based multiobjective evolutionary algorithm J Zhang, A Zhou, G Zhang 2015 IEEE congress on evolutionary computation (CEC), 2883-2890, 2015 | 136 | 2015 |
| A scalable indicator-based evolutionary algorithm for large-scale multiobjective optimization W Hong, K Tang, A Zhou, H Ishibuchi, X Yao IEEE Transactions on Evolutionary Computation 23 (3), 525-537, 2018 | 128 | 2018 |
| An estimation of distribution algorithm for mixed-variable newsvendor problems F Wang, Y Li, A Zhou, K Tang IEEE Transactions on Evolutionary Computation 24 (3), 479-493, 2019 | 114 | 2019 |
| An estimation of distribution algorithm with cheap and expensive local search methods A Zhou, J Sun, Q Zhang IEEE Transactions on Evolutionary Computation 19 (6), 807-822, 2015 | 113 | 2015 |
| A model-based evolutionary algorithm for bi-objective optimization A Zhou, Q Zhang, Y Jin, E Tsang, T Okabe 2005 IEEE congress on evolutionary computation 3, 2568-2575, 2005 | 104 | 2005 |
| A multiobjective evolutionary algorithm based on decomposition and probability model A Zhou, Q Zhang, G Zhang 2012 IEEE Congress on Evolutionary Computation, 1-8, 2012 | 82 | 2012 |
| An efficient recursive differential grouping for large-scale continuous problems M Yang, A Zhou, C Li, X Yao IEEE Transactions on Evolutionary Computation 25 (1), 159-171, 2020 | 81 | 2020 |
Qingfu ZhangChair Professor, FIEEE, City University of Hong KongVerified email at cityu.edu.hk
