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Ye Tian
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PlatEMO: A MATLAB platform for evolutionary multi-objective optimization [educational forum]
Y Tian, R Cheng, X Zhang, Y Jin
IEEE Computational Intelligence Magazine 12 (4), 73-87, 2017
16472017
A knee point-driven evolutionary algorithm for many-objective optimization
X Zhang, Y Tian, Y Jin
IEEE Transactions on Evolutionary Computation 19 (6), 761-776, 2014
7642014
An indicator-based multiobjective evolutionary algorithm with reference point adaptation for better versatility
Y Tian, R Cheng, X Zhang, F Cheng, Y Jin
IEEE Transactions on Evolutionary Computation 22 (4), 609-622, 2017
5452017
An Efficient Approach to Nondominated Sorting for Evolutionary Multiobjective Optimization
Y Zhang, Xingyi and Tian, Ye and Cheng, Ran and Jin
IEEE Transactions on Evolutionary Computation 19 (2), 201-213, 2015
511*2015
A decision variable clustering-based evolutionary algorithm for large-scale many-objective optimization
X Zhang, Y Tian, R Cheng, Y Jin
IEEE Transactions on evolutionary Computation 22 (1), 97-112, 2016
4892016
A benchmark test suite for evolutionary many-objective optimization
R Cheng, M Li, Y Tian, X Zhang, S Yang, Y Jin, X Yao
Complex & Intelligent Systems 3, 67-81, 2017
3792017
A classification-based surrogate-assisted evolutionary algorithm for expensive many-objective optimization
L Pan, C He, Y Tian, H Wang, X Zhang, Y Jin
IEEE Transactions on Evolutionary Computation 23 (1), 74-88, 2018
3272018
A coevolutionary framework for constrained multiobjective optimization problems
Y Tian, T Zhang, J Xiao, X Zhang, Y Jin
IEEE Transactions on Evolutionary Computation 25 (1), 102-116, 2020
2932020
A strengthened dominance relation considering convergence and diversity for evolutionary many-objective optimization
Y Tian, R Cheng, X Zhang, Y Su, Y Jin
IEEE Transactions on Evolutionary Computation 23 (2), 331-345, 2018
2642018
An evolutionary algorithm for large-scale sparse multiobjective optimization problems
Y Tian, X Zhang, C Wang, Y Jin
IEEE Transactions on Evolutionary Computation 24 (2), 380-393, 2019
2562019
Efficient large-scale multiobjective optimization based on a competitive swarm optimizer
Y Tian, X Zheng, X Zhang, Y Jin
IEEE Transactions on Cybernetics 50 (8), 3696-3708, 2019
2542019
Accelerating large-scale multiobjective optimization via problem reformulation
C He, L Li, Y Tian, X Zhang, R Cheng, Y Jin, X Yao
IEEE Transactions on Evolutionary Computation 23 (6), 949-961, 2019
2172019
Evolutionary large-scale multi-objective optimization: A survey
Y Tian, L Si, X Zhang, R Cheng, C He, KC Tan, Y Jin
ACM Computing Surveys (CSUR) 54 (8), 1-34, 2021
1862021
Solving large-scale multiobjective optimization problems with sparse optimal solutions via unsupervised neural networks
Y Tian, C Lu, X Zhang, KC Tan, Y Jin
IEEE transactions on cybernetics 51 (6), 3115-3128, 2020
1722020
Balancing objective optimization and constraint satisfaction in constrained evolutionary multiobjective optimization
Y Tian, Y Zhang, Y Su, X Zhang, KC Tan, Y Jin
IEEE Transactions on Cybernetics 52 (9), 9559-9572, 2021
1452021
A multi-objective evolutionary algorithm based on an enhanced inverted generational distance metric
Y Tian, X Zhang, R Cheng, Y Jin
2016 IEEE congress on evolutionary computation (CEC), 5222-5229, 2016
1402016
Hyperplane assisted evolutionary algorithm for many-objective optimization problems
H Chen, Y Tian, W Pedrycz, G Wu, R Wang, L Wang
IEEE Transactions on Cybernetics 50 (7), 3367-3380, 2019
1292019
Effectiveness and efficiency of non-dominated sorting for evolutionary multi-and many-objective optimization
Y Tian, H Wang, X Zhang, Y Jin
Complex & Intelligent Systems 3, 247-263, 2017
1242017
Diversity assessment of multi-objective evolutionary algorithms: Performance metric and benchmark problems [research frontier]
Y Tian, R Cheng, X Zhang, M Li, Y Jin
IEEE Computational Intelligence Magazine 14 (3), 61-74, 2019
1142019
Sampling reference points on the Pareto fronts of benchmark multi-objective optimization problems
Y Tian, X Xiang, X Zhang, R Cheng, Y Jin
2018 IEEE congress on evolutionary computation (CEC), 1-6, 2018
1042018
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