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Ran Cheng (程然)
Ran Cheng (程然)
Associate Professor, Southern University of Science and Technology, China
Verified email at sustech.edu.cn - Homepage
Title
Cited by
Cited by
Year
A Reference Vector Guided Evolutionary Algorithm for Many-Objective Optimization
R Cheng, Y Jin, M Olhofer, B Sendhoff
IEEE Transactions on Evolutionary Computation, 2016
8572016
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
8082017
A competitive swarm optimizer for large scale optimization
R Cheng, Y Jin
IEEE Transactions on Cybernetics 45 (2), 191-204, 2015
5812015
A social learning particle swarm optimization algorithm for scalable optimization
R Cheng, Y Jin
Information Sciences 291, 43-60, 2015
5382015
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
4022015
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
3302017
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
3022016
Feature selection for high-dimensional classification using a competitive swarm optimizer
S Gu, R Cheng, Y Jin
Soft Computing 22 (3), 811-822, 2018
2422018
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
2412017
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
2192017
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
2002015
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
1722018
Test Problems for Large-Scale Multiobjective and Many-Objective Optimization
R Cheng, Y Jin, M Olhofer, B Sendhoff
IEEE Transactions on Cybernetics, 2016
1562016
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
1182018
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
952016
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
882019
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
882017
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
682017
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
652018
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
552020
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