Rui Wang

ORCID

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 81

Top Venues

Swarm Evol. Comput.

Inf. Sci.

IEEE Trans. Evol. Comput.

CoRR

University of Sheffield, UK (PHD)

Education History

University of Sheffield, UK

PHD

Publications

Honglei Cheng, Gai-Ge Wang, Liyan Chen, Rui Wang
A dual-population multi-objective evolutionary algorithm driven by generative adversarial networks for benchmarking and protein-peptide docking. Comput. Biol. Medicine 168 (2024)
Nan-Jiang Dong, Tao Zhang, Rui Wang, Xiangke Liao, Ling Wang
An evolutionary algorithm based on fully connected weight networks for mixed-variable multi-objective optimization. Inf. Sci. 659 (2024)
Sen Huang, Kaixiang Yang, Sheng Qi, Rui Wang
When Large Language Model Meets Optimization. CoRR (2024)
Wei Liu, Kaiwen Li, Wenhua Li, Rui Wang, Tao Zhang
Multi-Agent Deep Reinforcement Learning for Multi-Modal Orienteering Problem. SACI (2024)
Qingxia Li, Shengjun Huang, Xueyang Zhang, Wenhua Li, Rui Wang, Tao Zhang
Multifactorial evolutionary algorithm for optimal reconfiguration capability of distribution networks. Swarm Evol. Comput. 88 (2024)
Sheng Qi, Rui Wang, Tao Zhang, Xu Yang, Ruiqing Sun, Ling Wang
A Two-Layer Encoding Learning Swarm Optimizer Based on Frequent Itemsets for Sparse Large-Scale Multi-Objective Optimization. IEEE CAA J. Autom. Sinica 11 (6) (2024)
Long Wei, Peiyan Hu, Ruiqi Feng, Haodong Feng, Yixuan Du, Tao Zhang, Rui Wang, Yue Wang, Zhi-Ming Ma, Tailin Wu
A Generative Approach to Control Complex Physical Systems. CoRR (2024)
Rui Wang, Zhiming Zhou, Kaiwen Li, Tao Zhang, Ling Wang, Xin Xu, Xiangke Liao
Learning to Branch in Combinatorial Optimization with Graph Pointer Networks. IEEE CAA J. Autom. Sinica 11 (1) (2024)
Wenhua Li, Rui Wang, Shengjun Huang, Tao Zhang, Ling Wang
Large-Scale Binary Matrix Optimization for Multimicrogrids Network Structure Design. IEEE Trans. Syst. Man Cybern. Syst. 54 (3) (2024)
Sen Huang, Kaixiang Yang, Sheng Qi, Rui Wang
When large language model meets optimization. Swarm Evol. Comput. 90 (2024)
Yaru Hu, Jinhua Zheng, Shouyong Jiang, Shengxiang Yang, Juan Zou, Rui Wang
A Mahalanobis Distance-Based Approach for Dynamic Multiobjective Optimization With Stochastic Changes. IEEE Trans. Evol. Comput. 28 (1) (2024)
Sheng Qi, Rui Wang, Tao Zhang, Weixiong Huang, Fan Yu, Ling Wang
Enhancing Evolutionary Algorithms With Pattern Mining for Sparse Large-Scale Multi-Objective Optimization Problems. IEEE CAA J. Autom. Sinica 11 (8) (2024)
Sheng Qi, Rui Wang, Tao Zhang, Nan-Jiang Dong
Cooperative coevolutionary competition swarm optimizer with perturbation for high-dimensional multi-objective optimization. Inf. Sci. 644 (2023)
Rui Wang, Lining Xing, Maoguo Gong, Ponnuthurai Nagaratnam Suganthan, Hisao Ishibuchi
Guest Editorial Special Issue on Deep Reinforcement Learning for Optimization: Methods and Application. IEEE Trans. Emerg. Top. Comput. Intell. 7 (4) (2023)
Wenhua Li, Tao Zhang, Rui Wang, Shengjun Huang, Jing Liang
Multimodal multi-objective optimization: Comparative study of the state-of-the-art. Swarm Evol. Comput. 77 (2023)
Wenhua Li, Xingyi Yao, Tao Zhang, Rui Wang, Ling Wang
Hierarchy Ranking Method for Multimodal Multiobjective Optimization With Local Pareto Fronts. IEEE Trans. Evol. Comput. 27 (1) (2023)
Wei Liu, Rui Wang, Tao Zhang, Kaiwen Li, Wenhua Li, Hisao Ishibuchi, Xiangke Liao
Hybridization of Evolutionary Algorithm and Deep Reinforcement Learning for Multiobjective Orienteering Optimization. IEEE Trans. Evol. Comput. 27 (5) (2023)
Wenhua Li, Xingyi Yao, Kaiwen Li, Rui Wang, Tao Zhang, Ling Wang
Coevolutionary Framework for Generalized Multimodal Multi-Objective Optimization. IEEE CAA J. Autom. Sinica 10 (7) (2023)
Xu Yang, Wenhua Li, Rui Wang, Kang Yang
Helper objective-based multifactorial evolutionary algorithm for continuous optimization. Swarm Evol. Comput. 78 (2023)
Nanjiang Dong, Rui Wang, Tao Zhang, Junwei Ou
On the effect of particle update modes in particle swarm optimisation. Int. J. Bio Inspired Comput. 21 (4) (2023)
Zedong Zheng, Shengxiang Yang, Yinan Guo, Xiaolong Jin, Rui Wang
Meta-heuristic Techniques in Microgrid Management: A Survey. Swarm Evol. Comput. 78 (2023)
Bo Jiang, Hongtao Lei, Wenhua Li, Rui Wang
A novel multi-objective evolutionary algorithm for hybrid renewable energy system design. Swarm Evol. Comput. 75 (2022)
Mengjun Ming, Rui Wang, Hisao Ishibuchi, Tao Zhang
A Novel Dual-Stage Dual-Population Evolutionary Algorithm for Constrained Multiobjective Optimization. IEEE Trans. Evol. Comput. 26 (5) (2022)
Wei Liu, Rui Wang, Tao Zhang, Kaiwen Li, Wenhua Li, Hisao Ishibuchi
Hybridization of evolutionary algorithm and deep reinforcement learning for multi-objective orienteering optimization. CoRR (2022)
Jian Xiong, Rui Wang, Gang Kou, Liang Xu
Solving Periodic Investment Portfolio Selection Problems by a Data-Assisted Multiobjective Evolutionary Approach. IEEE Trans. Cybern. 52 (11) (2022)
Kaiwen Li, Tao Zhang, Rui Wang, Ling Wang
Deep Reinforcement Learning for Online Routing of Unmanned Aerial Vehicles with Wireless Power Transfer. CoRR (2022)
Wenhua Li, Xingyi Yao, Kaiwen Li, Rui Wang, Tao Zhang, Ling Wang
Coevolutionary Framework for Generalized Multimodal Multi-objective Optimization. CoRR (2022)
Kaiwen Li, Tao Zhang, Rui Wang, Yuheng Wang, Yi Han, Ling Wang
Deep Reinforcement Learning for Combinatorial Optimization: Covering Salesman Problems. IEEE Trans. Cybern. 52 (12) (2022)
Xingyi Yao, Wenhua Li, Xiaogang Pan, Rui Wang
Multimodal multi-objective evolutionary algorithm for multiple path planning. Comput. Ind. Eng. 169 (2022)
Kaiwen Li, Tao Zhang, Rui Wang, Ling Wang, Hisao Ishibuchi
An Evolutionary Multiobjective Knee-Based Lower Upper Bound Estimation Method for Wind Speed Interval Forecast. IEEE Trans. Evol. Comput. 26 (5) (2022)
Xu Yang, Rui Wang, Wenhua Li
Helper Objective Assisted Evolutionary Algorithm for Multi-modal Optimization. CEC (2021)
Nan-jiang Dong, Rui Wang, Tao Zhang
A New Encoding Mechanism Embedded Evolutionary Algorithm for UAV Route Planning. CEC (2021)
Rui Wang, Wubin Ma, Mao Tan, Guohua Wu, Ling Wang, Dunwei Gong, Jian Xiong
Preference-inspired coevolutionary algorithm with active diversity strategy for multi-objective multi-modal optimization. Inf. Sci. 546 (2021)
Guo Zhang, Rui Wang, Hongtao Lei, Tao Zhang, Wenhua Li, Yuanming Song
UAV Path Planning Based on Variable Neighborhood Search Genetic Algorithm. ICSI (2) (2021)
Mengjun Ming, Anupam Trivedi, Rui Wang, Dipti Srinivasan, Tao Zhang
A Dual-Population-Based Evolutionary Algorithm for Constrained Multiobjective Optimization. IEEE Trans. Evol. Comput. 25 (4) (2021)
Rui Wang, Nan-jiang Dong, Dun-Wei Gong, Zhongbao Zhou, Shi Cheng, Guohua Wu, Ling Wang
PCA-assisted reproduction for continuous multi-objective optimization with complicated Pareto optimal set. Swarm Evol. Comput. 60 (2021)
Wenhua Li, Tao Zhang, Rui Wang, Hisao Ishibuchi
Weighted Indicator-Based Evolutionary Algorithm for Multimodal Multiobjective Optimization. IEEE Trans. Evol. Comput. 25 (6) (2021)
Kaiwen Li, Tao Zhang, Rui Wang, Yuheng Wang, Yi Han
Deep Reinforcement Learning for Combinatorial Optimization: Covering Salesman Problems. CoRR (2021)
Kaiwen Li, Tao Zhang, Rui Wang
Deep Reinforcement Learning for Multiobjective Optimization. IEEE Trans. Cybern. 51 (6) (2021)
Mengjun Ming, Rui Wang, Tao Zhang
Investigating Constraint Relationship in Evolutionary Many-Constraint Optimization. CEC (2021)
Kang Yang, Rui Wang, Huihui He, Xu Yang, Guo Zhang
Multi-supply multi-capacitated p-median location optimization via a hybrid bi-level intelligent algorithm. Comput. Ind. Eng. 160 (2021)
Huan Liu, Xiamiao Li, Guohua Wu, Mingfeng Fan, Rui Wang, Liang Gao, Witold Pedrycz
An Iterative Two-Phase Optimization Method Based on Divide and Conquer Framework for Integrated Scheduling of Multiple UAVs. IEEE Trans. Intell. Transp. Syst. 22 (9) (2021)
Weijian Qin, Zhichao Shi, Wenhua Li, Kaiwen Li, Tao Zhang, Rui Wang
Multiobjective routing optimization of mobile charging vehicles for UAV power supply guarantees. Comput. Ind. Eng. 162 (2021)
Guohua Wu, Wuxuan Peng, Xingchen Hu, Rui Wang, Huangke Chen
Configuring differential evolution adaptively via path search in a directed acyclic graph for data clustering. Swarm Evol. Comput. 55 (2020)
Mengjun Ming, Rui Wang, Tao Zhang
Investigating Constraint Relationship in Evolutionary Many-Constraint Optimization. CoRR (2020)
Huangke Chen, Ye Tian, Witold Pedrycz, Guohua Wu, Rui Wang, Ling Wang
Hyperplane Assisted Evolutionary Algorithm for Many-Objective Optimization Problems. IEEE Trans. Cybern. 50 (7) (2020)
Rui Wang, Guohua Wu
Special issue - Advanced Methods for Evolutionary Many Objective Optimization. Inf. Sci. 509 (2020)
Xupeng Wen, Guohua Wu, Mingfeng Fan, Rui Wang, Ponnuthurai Nagaratnam Suganthan
Voting-mechanism based ensemble constraint handling technique for real-world single-objective constrained optimization. CEC (2020)
Wenhua Li, Rui Wang, Tao Zhang, Mengjun Ming, Kaiwen Li
Reinvestigation of evolutionary many-objective optimization: Focus on the Pareto knee front. Inf. Sci. 522 (2020)
Lining Xing, Bo Jiao, Yonghao Du, Xu Tan, Rui Wang
Intelligent Energy-Saving Supervision System of Urban Buildings Based on the Internet of Things: A Case Study. IEEE Syst. J. 14 (3) (2020)
Yuanming Song, Yajie Liu, Wanli Xu, Xu Yang, Rui Wang
Research on the Multiobjective Optimization of Microwave Wireless Power Receiving in an Unmanned Aerial Vehicle Network. Complex. 2020 (2020)
Wubin Ma, Rui Wang, Weichao Wang, Su Deng, Hongbin Huang, Tao Zhang, Jibin Wu
Inverted-file R-tree Index Nodes Clustering Based on Multi-objective Optimization. CEC (2019)
Mengjun Ming, Rui Wang, Tao Zhang
Evolutionary Many-Constraint Optimization: An Exploratory Analysis. EMO (2019)
Kaiwen Li, Tao Zhang, Rui Wang
Deep Reinforcement Learning for Multi-objective Optimization. CoRR (2019)
Wenhua Li, Tao Zhang, Rui Wang, Bo Wang, Yuanming Song, Xunjia Li
A Knee-Point Driven Multi-objective Evolutionary Algorithm for Flexible Job Shop Scheduling. SSCI (2019)
Wenhua Li, Rui Wang, Tao Zhang, Mengjun Ming, Hongtao Lei
Multi-scenario microgrid optimization using an evolutionary multi-objective algorithm. Swarm Evol. Comput. 50 (2019)
Xing Zhou, Huaimin Wang, Bo Ding, Wei Peng, Rui Wang
Multi-objective evolutionary computation for topology coverage assessment problem. Knowl. Based Syst. 177 (2019)
Nan-jiang Dong, Rui Wang
MEAPCA: A Multi-population Evolutionary Algorithm Based on PCA for Multi-objective Optimization. BIC-TA (1) (2019)
Yuanming Song, Yajie Liu, Rui Wang, Mengjun Ming
Multi-Objective Configuration Optimization for Isolated Microgrid With Shiftable Loads and Mobile Energy Storage. IEEE Access 7 (2019)
Mengjun Ming, Rui Wang, Tao Zhang, Hisao Ishibuchi
A dual-grid dual-phase strategy for constrained multi-objective optimization. SSCI (2019)
Liyu Dai, Wenjie Chen, Xu Yang, Minghua Zheng, Yang Yang, Rui Wang
A Multi-Function Common Mode Choke Based on Active CM EMI Filters for AC/DC Power Converters. IEEE Access 7 (2019)
Ghiath Al Aqel, Xinyu Li, Liang Gao, Wenyin Gong, Rui Wang, Teng Ren, Guohua Wu
Using Iterated Greedy with a New Population Approach for the Flexible Jobshop Scheduling Problem. IEEM (2018)
Guohua Wu, Longfei Zhang, Minfan He, Ying Yu, Huangke Chen, Rui Wang
An across neighborhood search algorithm with a solution difference perturbation mechanism for solving economic dispatch problems. ICACI (2018)
Rui Wang, Meng-jun Ming, Lining Xing, Wenyin Gong, Ling Wang
Extremized PICEA-g for Nadir Point Estimation in Many-Objective Optimization. ICIC (3) (2018)
Rui Wang, Shiming Lai, Guohua Wu, Lining Xing, Ling Wang, Hisao Ishibuchi
Multi-clustering via evolutionary multi-objective optimization. Inf. Sci. 450 (2018)
Xin Shen, Guohua Wu, Rui Wang, Huangke Chen, Haifeng Li, Jianmai Shi
A Self-Adapted Across Neighborhood Search Algorithm With Variable Reduction Strategy for Solving Non-Convex Static and Dynamic Economic Dispatch Problems. IEEE Access 6 (2018)
Rui Wang, Zhongbao Zhou, Hisao Ishibuchi, Tianjun Liao, Tao Zhang
Localized Weighted Sum Method for Many-Objective Optimization. IEEE Trans. Evol. Comput. 22 (1) (2018)
Kaiwen Li, Rui Wang, Tao Zhang, Hisao Ishibuchi
Evolutionary Many-Objective Optimization: A Comparative Study of the State-of-the-Art. IEEE Access 6 (2018)
Zhe Shu, Weiping Wang, Rui Wang
Design of an Optimized Architecture for Manned and Unmanned Combat System-of-Systems: Formulation and Coevolutionary Optimization. IEEE Access 6 (2018)
Xiaoyu Zhang, Rui Wang, Tao Zhang, Ling Wang, Yajie Liu, Yabing Zha
Short-Term Load Forecasting Based on RBM and NARX Neural Network. ICIC (3) (2018)
Rui Wang, Fuxing Zhang, Tao Zhang, Peter J. Fleming
Cooperative co-evolution with improved differential grouping method for large-scale global optimisation. Int. J. Bio Inspired Comput. 12 (4) (2018)
Rui Wang, Jian Xiong, Hisao Ishibuchi, Guohua Wu, Tao Zhang
On the effect of reference point in MOEA/D for multi-objective optimization. Appl. Soft Comput. 58 (2017)
Fuxing Zhang, Tao Zhang, Rui Wang
Gbest-Guided Covariance Matrix Adaptation Evolution Strategy for Large Scale Global Optimization. ICIC (1) (2017)
Mengjun Ming, Rui Wang, Yabing Zha, Tao Zhang
Pareto adaptive penalty-based boundary intersection method for multi-objective optimization. Inf. Sci. 414 (2017)
Xiaoyu Zhang, Rui Wang, Tao Zhang, Yajie Liu, Yabin Zha
Effect of Transfer Functions in Deep Belief Network for Short-Term Load Forecasting. BIC-TA (2017)
Hongtao Lei, Rui Wang, Tao Zhang, Yajie Liu, Yabing Zha
A multi-objective co-evolutionary algorithm for energy-efficient scheduling on a green data center. Comput. Oper. Res. 75 (2016)
Guohua Wu, Rammohan Mallipeddi, Ponnuthurai Nagaratnam Suganthan, Rui Wang, Huangke Chen
Differential evolution with multi-population based ensemble of mutation strategies. Inf. Sci. 329 (2016)
Hongtao Lei, Rui Wang, Gilbert Laporte
Solving a multi-objective dynamic stochastic districting and routing problem with a co-evolutionary algorithm. Comput. Oper. Res. 67 (2016)
Rui Wang, Qingfu Zhang, Tao Zhang
Decomposition-Based Algorithms Using Pareto Adaptive Scalarizing Methods. IEEE Trans. Evol. Comput. 20 (6) (2016)
Rui Wang, Hisao Ishibuchi, Yan Zhang, Xiaojun Zheng, Tao Zhang
On the effect of localized PBI method in MOEA/D for multi-objective optimization. SSCI (2016)
Jie Li, Rui Wang, Tao Zhang
Wind speed prediction using a cooperative coevolution genetic algorithm based on back propagation neural network. CEC (2016)
Rui Wang, Fuxing Zhang, Tao Zhang
Multi-objective optimal design of hybrid renewable energy systems using evolutionary algorithms. ICNC (2015)
Rui Wang, Robin C. Purshouse, Peter J. Fleming
Preference-inspired co-evolutionary algorithms using weight vectors. Eur. J. Oper. Res. 243 (2) (2015)
Rui Wang, Qingfu Zhang, Tao Zhang
Pareto Adaptive Scalarising Functions for Decomposition Based Algorithms. EMO (1) (2015)
Rui Wang, Maszatul M. Mansor, Robin C. Purshouse, Peter J. Fleming
An analysis of parameter sensitivities of preference-inspired co-evolutionary algorithms. Int. J. Syst. Sci. 46 (13) (2015)
Yan Zhang, Rui Wang, Tao Zhang, Tianjun Liao, Yajie Liu, Bo Guo
Stochastic Model Predictive Control Based Economic Dispatch for Hybrid Energy System Including Wind and Energy Storage Devices. SSCI (2015)
Rui Wang, Robin C. Purshouse, Ioannis Giagkiozis, Peter J. Fleming
The iPICEA-g: a new hybrid evolutionary multi-criteria decision making approach using the brushing technique. Eur. J. Oper. Res. 243 (2) (2015)
Xiaoyu Zhang, Rui Wang, Tianjun Liao, Tao Zhang, Yabin Zha
Short-Term Forecasting of Wind Power Generation Based on the Similar Day and Elman Neural Network. SSCI (2015)
Rui Wang, Xu Yang, Yan Gao
The SAS Statistical Machine Translation System for WAT 2014. WAT (2014)
ZhiChao Shi, Rui Wang, Tao Zhang
PICEA-g using an enhanced fitness assignment method. MCDM (2014)
Rui Wang, Peter J. Fleming, Robin C. Purshouse
General framework for localised multi-objective evolutionary algorithms. Inf. Sci. 258 (2014)
Robin C. Purshouse, Kalyanmoy Deb, Maszatul M. Mansor, Sanaz Mostaghim, Rui Wang
A review of hybrid evolutionary multiple criteria decision making methods. IEEE Congress on Evolutionary Computation (2014)
Rui Wang, Tao Zhang, Bo Guo
An enhanced MOEA/D using uniform directions and a pre-organization procedure. IEEE Congress on Evolutionary Computation (2013)
Rui Wang, Robin C. Purshouse, Peter J. Fleming
On finding well-spread pareto optimal solutions by preference-inspired co-evolutionary algorithm. GECCO (2013)
Tao Zhang, John D. Andrews, Rui Wang
Optimal Scheduling of Track Maintenance on a Railway Network. Qual. Reliab. Eng. Int. 29 (2) (2013)
Rui Wang, Robin C. Purshouse, Peter J. Fleming
"Whatever Works Best for You"- A New Method for a Priori and Progressive Multi-objective Optimisation. EMO (2013)
Rui Wang, Robin C. Purshouse, Peter J. Fleming
Preference-inspired co-evolutionary algorithm using adaptively generated goal vectors. IEEE Congress on Evolutionary Computation (2013)
Rui Wang, Robin C. Purshouse, Peter J. Fleming
Preference-inspired co-evolutionary algorithm using weights for many-objective optimization. GECCO (Companion) (2013)
Rui Wang, Robin C. Purshouse, Peter J. Fleming
Preference-Inspired Coevolutionary Algorithms for Many-Objective Optimization. IEEE Trans. Evol. Comput. 17 (4) (2013)
Rui Wang, Robin C. Purshouse, Peter J. Fleming
Local preference-inspired co-evolutionary algorithms. GECCO (2012)

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Publication Activity (10 Years)

Top Topics

Top Venues

Rui Wang