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Prof. Aimin Zhou
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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
19912011
Multiobjective optimization test instances for the CEC 2009 special session and competition
Q Zhang, A Zhou, S Zhao, PN Suganthan, W Liu, S Tiwari
University of Essex, Colchester, UK and Nanyang technological University …, 2008
10182008
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
7492008
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
3132006
A population prediction strategy for evolutionary dynamic multiobjective optimization
A Zhou, Y Jin, Q Zhang
IEEE Transactions on Cybernetics 44 (1), 40-53, 2014
2872014
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
2202007
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
2192009
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
1962015
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
1412015
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
1412015
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
1182016
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
1092015
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
1002005
A particle swarm optimization algorithm for mixed-variable optimization problems
F Wang, H Zhang, A Zhou
Swarm and Evolutionary Computation 60, 100808, 2021
872021
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
762019
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
712018
A fast particle swarm optimization algorithm with cauchy mutation and natural selection strategy
C Li, Y Liu, A Zhou, L Kang, H Wang
International Symposium on Intelligence Computation and Applications, 334-343, 2007
712007
Solving dynamic TSP with evolutionary approach in real time
A Zhou, L Kang, Z Yan
The 2003 Congress on Evolutionary Computation, 2003. CEC'03. 2, 951-957, 2003
692003
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
652015
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
642015
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