Tao Zhang

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 56

Top Topics

Renewable Energy

Multiobjective Optimization

Cooperative Coevolution

Reinforcement Learning

Top Venues

IEEE Trans. Evol. Comput.

Publications

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)
Wei Liu, Kaiwen Li, Wenhua Li, Rui Wang, Tao Zhang
Multi-Agent Deep Reinforcement Learning for Multi-Modal Orienteering Problem. SACI (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)
Xingyi Yao, Xiaogang Pan, Tao Zhang, Wenhua Li, Jianjiang Wang
Knowledge-guided evolutionary algorithm for multi-satellite resource scheduling optimization. Future Gener. Comput. Syst. 156 (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)
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)
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)
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)
Wei Liu, Tao Zhang, Shengjun Huang, Kaiwen Li
A hybrid optimization framework for UAV reconnaissance mission planning. Comput. Ind. Eng. 173 (2022)
Leming Zhou, Weilang Yi, Zhixing He, Yandong Chen, Tao Zhang, Qianming Xu, Xiaoping Zhou, Wenhua Wu
High Overload Power Supply System and Its Energy Synchronization Control Method for Short-Term High-Energy Pulse Load. IEEE Trans. Smart Grid 13 (2) (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)
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)
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)
Nan-jiang Dong, Rui Wang, Tao Zhang
A New Encoding Mechanism Embedded Evolutionary Algorithm for UAV Route Planning. CEC (2021)
Shihui Zhang, Tao Zhang, Yajie Liu
Early Warning Model of Wind Turbine Front Bearing Based on Conv1D and LSTM. IEEM (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)
Wenhua Li, Guo Zhang, Xu Yang, Tao Zhang, Hu Xu
Sizing a Hybrid Renewable Energy System by a Coevolutionary Multiobjective Optimization Algorithm. Complex. 2021 (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)
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)
Mengjun Ming, Rui Wang, Tao Zhang
Investigating Constraint Relationship in Evolutionary Many-Constraint Optimization. CoRR (2020)
Wenhua Li, Guo Zhang, Tao Zhang, Shengjun Huang
Knee Point-Guided Multiobjective Optimization Algorithm for Microgrid Dynamic Energy Management. Complex. 2020 (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)
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)
Hongtao Lei, Shengjun Huang, Yajie Liu, Tao Zhang
Robust Optimization for Microgrid Defense Resource Planning and Allocation Against Multi-Period Attacks. IEEE Trans. Smart Grid 10 (5) (2019)
Mengda Cao, Tao Zhang, Bin Yu, Yajie Liu
A Method for Interval Prediction of Satellite Battery State of Health Based on Sample Entropy. IEEE Access 7 (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)
Mengjun Ming, Rui Wang, Tao Zhang, Hisao Ishibuchi
A dual-grid dual-phase strategy for constrained multi-objective optimization. SSCI (2019)
Xunjia Li, Tao Zhang, Yajie Liu
Detection of Voltage Anomalies in Spacecraft Storage Batteries Based on a Deep Belief Network. Sensors 19 (21) (2019)
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)
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)
Baolong Liu, Yabing Zha, Tao Zhang, Shiming Chen
Sliding mode control for rectifier stage of solid state transformer. VSS (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, Qingfu Zhang, Tao Zhang
Pareto Adaptive Scalarising Functions for Decomposition Based Algorithms. EMO (1) (2015)
Hongtao Lei, Gilbert Laporte, Yajie Liu, Tao Zhang
Dynamic design of sales territories. Comput. Oper. Res. 56 (2015)
Hongtao Lei, Tao Zhang, Yajie Liu, Yabing Zha, Xiaomin Zhu
SGEESS: Smart green energy-efficient scheduling strategy with dynamic electricity price for data center. J. Syst. Softw. 108 (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)
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)
ZhiChao Shi, Rui Wang, Tao Zhang
PICEA-g using an enhanced fitness assignment method. MCDM (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)
Tao Zhang, John D. Andrews, Rui Wang
Optimal Scheduling of Track Maintenance on a Railway Network. Qual. Reliab. Eng. Int. 29 (2) (2013)