# Items where Author is "Cheng, R"

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**20**.

## Article

Tian, Ye, Cheng, Ran, Zhang, Xingyi and Jin, Yaochu
(2017)
*PlatEMO: A MATLAB Platform for Evolutionary Multi-Objective Optimization*
IEEE Computational Intelligence Magazine, 12 (4).
pp. 73-87.

Tian, Y, Cheng, R, Zhang, X, Cheng, F and Jin, Yaochu
(2017)
*An Indicator Based Multi-Objective Evolutionary Algorithm with Reference Point Adaptation for Better Versatility*
IEEE Transactions on Evolutionary Computation.

Sun, C, Jin, Yaochu, Cheng, R, Ding, J and Zeng, J
(2017)
*Surrogate-assisted Cooperative Swarm Optimization of High-dimensional Expensive Problems*
IEEE Transactions on Evolutionary Computation, 21 (4).
pp. 644-660.

Cheng, R, Rodemann, T, Fischer, M, Olhofer, M and Jin, Yaochu
(2017)
*Evolutionary Many-objective Optimization of Hybrid Electric Vehicle Control: From General Optimization to Preference Articulation*
IEEE Transactions on Emerging Topics in Computational Intelligence, 1 (2).
pp. 97-111.

Zhang, Xingyi, Zheng, Xiutao, Cheng, Ran, Qiu, Jianfeng and Jin, Yaochu
(2017)
*A Competitive Mechanism Based Multi-objective Particle Swarm Optimizer with Fast Convergence*
Information Sciences.

Jin, Y, Gu, S and Cheng, R
(2016)
*Feature Selection for High Dimensional Classification using A Competitive Swarm Optimizer*
Soft Computing.

Cheng, R, Jin, Y, Olhofer, M and Sendhoff, B
(2016)
*Test Problems for Large-Scale Multiobjective and Many-Objective Optimization*
IEEE Transactions on Cybernetics.

Zhang, X, Tian, Y, Jin, Y and Cheng, R
(2016)
*A Decision Variable Clustering-Based Evolutionary Algorithm for Large-scale Many-objective Optimization*
IEEE Transactions on Evolutionary Computation.

Cheng, R, Jin, Y, Olhofer, M and Sendhoff, B
(2016)
*A Reference Vector Guided Evolutionary Algorithm for Many-Objective Optimization*
IEEE Transactions on Evolutionary Computation.

Cheng, R, Jin, Y, Narukawa, K and Sendhoff, B
(2015)
*A Multiobjective Evolutionary Algorithm Using Gaussian Process-Based Inverse Modeling*
IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION, 19 (6).
pp. 838-856.

Gu, S, Cheng, R and Jin, Y
(2015)
*Multi-objective ensemble generation*
WILEY INTERDISCIPLINARY REVIEWS-DATA MINING AND KNOWLEDGE DISCOVERY, 5 (5).
pp. 234-245.

Zhang, X, Tian, Y, Cheng, R and Jin, Y
(2015)
*An Efficient Approach to Nondominated Sorting for Evolutionary Multiobjective Optimization*
IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION, 19 (2).
pp. 201-213.

Cheng, R, Jin, Y and Narukawa, K
(2015)
*Adaptive reference vector generation for inverse model based evolutionary multiobjective optimization with degenerate and disconnected pareto fronts*
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 9018.
pp. 127-140.

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

Cheng, R and Jin, Y
(2015)
*A social learning particle swarm optimization algorithm for scalable optimization*
INFORMATION SCIENCES, 291.
pp. 43-60.

## Conference or Workshop Item

Cheng, R, Olhofer, M and Jin, Y
(2015)
*Reference vector based a posteriori preference articulation for evolutionary multiobjective optimization.*

Cheng, R and Jin, Y
(2014)
*Demonstrator Selection in a Social Learning Particle Swarm Optimizer*
In: IEEE Congress on Evolutionary Computation (CEC), 2014-07-06 - 2014-07-11, Beijing, PEOPLES R CHINA.

Cheng, R and Jin, Y
(2013)
*Simulating Swarm Behaviuors for Optimisation by Learning from Neighbours*
In: 13th UK Workshop on Computational Intelligence (UKCI), 2013-09-09 - 2013-09-11, Univ Surrey, Management Sch Foyer, Guildford, ENGLAND.

Cheng, R, Sun, C and Jin, Y
(2013)
*A multi-swarm evolutionary framework based on a feedback mechanism*
In: IEEE Congress on Evolutionary Computation, 2013-06-20 - 2013-06-23, Cancun, MEXICO.

## Thesis

Cheng, Ran
(2016)
*Nature inspired optimization of large problems.*
Doctoral thesis, University of Surrey.