| A Reference Vector Guided Evolutionary Algorithm for Many-Objective Optimization R Cheng, Y Jin, M Olhofer, B Sendhoff IEEE Transactions on Evolutionary Computation, 2016 | 601 | 2016 |
| 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 | 486 | 2017 |
| A social learning particle swarm optimization algorithm for scalable optimization R Cheng, Y Jin Information Sciences 291, 43-60, 2015 | 403 | 2015 |
| A competitive swarm optimizer for large scale optimization R Cheng, Y Jin IEEE Transactions on Cybernetics 45 (2), 191-204, 2015 | 381 | 2015 |
| An efficient approach to nondominated sorting for evolutionary multiobjective optimization X Zhang, Y Tian, R Cheng, Y Jin IEEE Transactions on Evolutionary Computation 19 (2), 201-213, 2015 | 329 | 2015 |
| 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 | 222 | 2017 |
| 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, 2016 | 213 | 2016 |
| Feature selection for high-dimensional classification using a competitive swarm optimizer S Gu, R Cheng, Y Jin Soft Computing 22 (3), 811-822, 2018 | 171 | 2018 |
| A Multiobjective Evolutionary Algorithm using Gaussian Process based Inverse Modeling R Cheng, Y Jin, K Narukawa, B Sendhoff IEEE Transactions on Evolutionary Computation 19 (6), 838 - 856, 2015 | 159 | 2015 |
| Surrogate-assisted cooperative swarm optimization of high-dimensional expensive problems C Sun, Y Jin, R Cheng, J Ding, J Zeng IEEE Transactions on Evolutionary Computation 21 (4), 644-660, 2017 | 157 | 2017 |
| 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 (1), 67-81, 2017 | 138 | 2017 |
| A competitive mechanism based multi-objective particle swarm optimizer with fast convergence X Zhang, X Zheng, R Cheng, J Qiu, Y Jin Information Sciences 427, 63-76, 2018 | 106 | 2018 |
| Test Problems for Large-Scale Multiobjective and Many-Objective Optimization R Cheng, Y Jin, M Olhofer, B Sendhoff IEEE Transactions on Cybernetics, 2016 | 100 | 2016 |
| Evolutionary many-objective optimization of hybrid electric vehicle control: From general optimization to preference articulation R Cheng, T Rodemann, M Fischer, M Olhofer, Y Jin IEEE Transactions on Emerging Topics in Computational Intelligence 1 (2), 97-111, 2017 | 70 | 2017 |
| 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 | 67 | 2016 |
| 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 | 64 | 2018 |
| Benchmark functions for the cec'2018 competition on many-objective optimization R Cheng, M Li, Y Tian, X Xiang, X Zhang, S Yang, Y Jin, X Yao | 47 | 2018 |
| 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 | 43 | 2019 |
| Adaptive Reference Vector Generation for Inverse Model Based Evolutionary Multiobjective Optimization with Degenerate and Disconnected Pareto Fronts R Cheng, Y Jin, K Narukawa Evolutionary Multi-Criterion Optimization, 2015 | 43 | 2015 |
| Evolutionary multiobjective optimization-based multimodal optimization: fitness landscape approximation and peak detection R Cheng, M Li, K Li, X Yao IEEE Transactions on Evolutionary Computation 22 (5), 692-706, 2017 | 39 | 2017 |
