A Reference Vector Guided Evolutionary Algorithm for Many-Objective Optimization R Cheng, Y Jin, M Olhofer, B Sendhoff IEEE Transactions on Evolutionary Computation, 2016 | 857 | 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 | 808 | 2017 |

A competitive swarm optimizer for large scale optimization R Cheng, Y Jin IEEE Transactions on Cybernetics 45 (2), 191-204, 2015 | 581 | 2015 |

A social learning particle swarm optimization algorithm for scalable optimization R Cheng, Y Jin Information Sciences 291, 43-60, 2015 | 538 | 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 | 402 | 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 | 330 | 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 | 302 | 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 | 242 | 2018 |

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 | 241 | 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 | 219 | 2017 |

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 | 200 | 2015 |

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 | 172 | 2018 |

Test Problems for Large-Scale Multiobjective and Many-Objective Optimization R Cheng, Y Jin, M Olhofer, B Sendhoff IEEE Transactions on Cybernetics, 2016 | 156 | 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 | 118 | 2018 |

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 | 95 | 2016 |

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 | 88 | 2019 |

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 | 88 | 2017 |

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 | 68 | 2017 |

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 | 65 | 2018 |

Solving large-scale many-objective optimization problems by covariance matrix adaptation evolution strategy with scalable small subpopulations H Chen, R Cheng, J Wen, H Li, J Weng Information Sciences 509, 457-469, 2020 | 55 | 2020 |