Articles with public access mandates - Ran Cheng (程然)Learn more
Not available anywhere: 5
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
Mandates: National Natural Science Foundation of China
A two-stage R2 indicator based evolutionary algorithm for many-objective optimization
F Li, R Cheng, J Liu, Y Jin
Applied Soft Computing 67, 245-260, 2018
Mandates: National Natural Science Foundation of China
Reference vector-assisted adaptive model management for surrogate-assisted many-objective optimization
Q Liu, R Cheng, Y Jin, M Heiderich, T Rodemann
IEEE Transactions on Systems, Man, and Cybernetics: Systems 52 (12), 7760-7773, 2022
Mandates: Federal Ministry of Education and Research, Germany
RL-CSL: A Combinatorial Optimization Method Using Reinforcement Learning and Contrastive Self-Supervised Learning
Z Yuan, G Li, Z Wang, J Sun, R Cheng
IEEE Transactions on Emerging Topics in Computational Intelligence, 2022
Mandates: National Natural Science Foundation of China
Data-driven surrogate-assisted multi-objective optimization of complex beneficiation operational process
C Wang, J Ding, R Cheng, C Liu, T Chai
IFAC-PapersOnLine 50 (1), 14982-14987, 2017
Mandates: National Natural Science Foundation of China
Available somewhere: 82
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
Mandates: National Natural Science Foundation of China
A Reference Vector Guided Evolutionary Algorithm for Many-Objective Optimization
R Cheng, Y Jin, M Olhofer, B Sendhoff
IEEE Transactions on Evolutionary Computation, 2016
Mandates: National Natural Science Foundation of China
A competitive swarm optimizer for large scale optimization
R Cheng, Y Jin
IEEE Transactions on Cybernetics 45 (2), 191-204, 2015
Mandates: UK Engineering and Physical Sciences Research Council
A social learning particle swarm optimization algorithm for scalable optimization
R Cheng, Y Jin
Information Sciences 291, 43-60, 2015
Mandates: National Natural Science Foundation of China
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
Mandates: National Natural Science Foundation of China, UK Engineering and Physical …
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
Mandates: National Natural Science Foundation of China
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
Mandates: National Natural Science Foundation of China, UK Engineering and Physical …
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
Mandates: National Natural Science Foundation of China, UK Engineering and Physical …
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
Mandates: National Natural Science Foundation of China, Finnish Funding Agency for …
Feature selection for high-dimensional classification using a competitive swarm optimizer
S Gu, R Cheng, Y Jin
Soft Computing 22 (3), 811-822, 2018
Mandates: National Natural Science Foundation of China, UK Engineering and Physical …
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
Mandates: National Natural Science Foundation of China
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
Mandates: National Natural Science Foundation of China, UK Engineering and Physical …
Test Problems for Large-Scale Multiobjective and Many-Objective Optimization
R Cheng, Y Jin, M Olhofer, B Sendhoff
IEEE Transactions on Cybernetics, 2016
Mandates: National Natural Science Foundation of China, UK Engineering and Physical …
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
Mandates: National Natural Science Foundation of China, UK Engineering and Physical …
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
Mandates: National Natural Science Foundation of China, Research Grants Council, Hong …
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