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ORCIDTao Zhang 0033
◁ ▶ joint publications with coauthor community group 1
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Publications
- 2024
[j41]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: 130-141 (2024)- [j40]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): 157-169 (2024) - [j39]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): 1342-1357 (2024) - [j38]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): 1786-1801 (2024) - [j37]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: 120053 (2024) - [j36]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: 101592 (2024) - [j35]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): 1633-1644 (2024) - [c25]Wei Liu, Kaiwen Li, Wenhua Li, Rui Wang, Tao Zhang:
Multi-Agent Deep Reinforcement Learning for Multi-Modal Orienteering Problem. SACI 2024: 169-174 - [i10]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 abs/2407.06494 (2024) - [i9]Long Wei, Haodong Feng, Peiyan Hu, Tao Zhang, Yuchen Yang, Xiang Zheng, Ruiqi Feng, Dixia Fan, Tailin Wu:
Closed-loop Diffusion Control of Complex Physical Systems. CoRR abs/2408.03124 (2024) - 2023
- [j34]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): 1544-1556 (2023) - [j33]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): 230-239 (2023) - [j32]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: 119253 (2023) - [j31]Zheng Wang, Ying Ji, Tao Zhang, Yuanming Li, Lun Wang, Shaojian Qu:
Product competitiveness analysis from the perspective of customer perceived helpfulness: a novel method of information fusion research. Data Technol. Appl. 57(4): 437-464 (2023) - [j30]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: 101253 (2023) - [j29]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): 98-110 (2023) - [j28]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): 1260-1274 (2023) - [c24]Mengjun Ming, Xin Zhou, Rui Wang, Tao Zhang:
Many-Constraint Multi-objective Optimization of Grid-Connected Hybrid Renewable Energy System. DMBD (1) 2023: 268-282 - 2022
- [j27]Wei Liu, Tao Zhang, Shengjun Huang, Kaiwen Li:
A hybrid optimization framework for UAV reconnaissance mission planning. Comput. Ind. Eng. 173: 108653 (2022) - [j26]Peng Jiao, Shengjun Huang, Bo Jiang, Tao Zhang:
Optimal Topology Design for Distributed Generation Networks Considering Different Nodal Invulnerability Requirements. Symmetry 14(5): 1014 (2022) - [j25]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): 13142-13155 (2022) - [j24]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): 1030-1042 (2022) - [j23]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): 1129-1143 (2022) - [i8]Kaiwen Li, Tao Zhang, Rui Wang, Ling Wang:
Deep Reinforcement Learning for Online Routing of Unmanned Aerial Vehicles with Wireless Power Transfer. CoRR abs/2204.11477 (2022) - [i7]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 abs/2206.10464 (2022) - [i6]Wenhua Li, Tao Zhang, Rui Wang, Jing Liang:
Multimodal Multi-objective Optimization: Comparative Study of the State-of-the-Art. CoRR abs/2207.04730 (2022) - [i5]Wenhua Li, Shengjun Huang, Tao Zhang, Rui Wang, Ling Wang:
Large-scale matrix optimization based multi microgrid topology design with a constrained differential evolution algorithm. CoRR abs/2207.08327 (2022) - [i4]Wenhua Li, Xingyi Yao, Kaiwen Li, Rui Wang, Tao Zhang, Ling Wang:
Coevolutionary Framework for Generalized Multimodal Multi-objective Optimization. CoRR abs/2212.01219 (2022) - 2021
- [j21]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: 107714 (2021) - [j20]Wenhua Li, Guo Zhang, Xu Yang, Tao Zhang, Hu Xu:
Sizing a Hybrid Renewable Energy System by a Coevolutionary Multiobjective Optimization Algorithm. Complex. 2021: 8822765:1-8822765:9 (2021) - [j19]Kaiwen Li, Tao Zhang, Rui Wang:
Deep Reinforcement Learning for Multiobjective Optimization. IEEE Trans. Cybern. 51(6): 3103-3114 (2021) - [j18]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): 739-753 (2021) - [j17]Wenhua Li, Tao Zhang, Rui Wang, Hisao Ishibuchi:
Weighted Indicator-Based Evolutionary Algorithm for Multimodal Multiobjective Optimization. IEEE Trans. Evol. Comput. 25(6): 1064-1078 (2021) - [c23]Mengjun Ming, Rui Wang, Tao Zhang:
Investigating Constraint Relationship in Evolutionary Many-Constraint Optimization. CEC 2021: 1179-1184 - [c22]Nan-Jiang Dong, Rui Wang, Tao Zhang:
A New Encoding Mechanism Embedded Evolutionary Algorithm for UAV Route Planning. CEC 2021: 1712-1718 - [c21]Shihui Zhang, Tao Zhang, Yajie Liu:
Early Warning Model of Wind Turbine Front Bearing Based on Conv1D and LSTM. IEEM 2021: 1029-1034 - [c20]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: 205-217 - [i3]Kaiwen Li, Tao Zhang, Rui Wang, Yuheng Wang, Yi Han:
Deep Reinforcement Learning for Combinatorial Optimization: Covering Salesman Problems. CoRR abs/2102.05875 (2021) - 2020
- [j16]Wenhua Li, Guo Zhang, Tao Zhang, Shengjun Huang:
Knee Point-Guided Multiobjective Optimization Algorithm for Microgrid Dynamic Energy Management. Complex. 2020: 8877008:1-8877008:11 (2020) - [j15]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: 193-213 (2020) - [i2]Mengjun Ming, Rui Wang, Tao Zhang:
Investigating Constraint Relationship in Evolutionary Many-Constraint Optimization. CoRR abs/2010.04445 (2020) - 2019
- [j14]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: 141549-141561 (2019) - [j13]Xunjia Li, Tao Zhang, Yajie Liu:
Detection of Voltage Anomalies in Spacecraft Storage Batteries Based on a Deep Belief Network. Sensors 19(21): 4702 (2019) - [j12]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) - [j11]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): 5841-5850 (2019) - [c19]Rui Wang, Lianbo Ma, Tao Zhang, Shi Cheng, Yuhui Shi:
Brain Storm Optimization Algorithm Based on Improved Clustering Approach Using Orthogonal Experimental Design. CEC 2019: 262-270 - [c18]Lianbo Ma, Tao Zhang, Rui Wang, Guangming Yang, Yichuan Zhang:
PBAR: Parallelized Brain Storm Optimization for Association Rule Mining. CEC 2019: 1148-1156 - [c17]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: 3341-3347 - [c16]Mengjun Ming, Rui Wang, Tao Zhang:
Evolutionary Many-Constraint Optimization: An Exploratory Analysis. EMO 2019: 165-176 - [c15]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: 1716-1722 - [c14]Mengjun Ming, Rui Wang, Tao Zhang, Hisao Ishibuchi:
A dual-grid dual-phase strategy for constrained multi-objective optimization. SSCI 2019: 1881-1888 - [i1]Kaiwen Li, Tao Zhang, Rui Wang:
Deep Reinforcement Learning for Multi-objective Optimization. CoRR abs/1906.02386 (2019) - 2018
- [j10]Kaiwen Li, Rui Wang, Tao Zhang, Hisao Ishibuchi:
Evolutionary Many-Objective Optimization: A Comparative Study of the State-of-the-Art. IEEE Access 6: 26194-26214 (2018) - [j9]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): 214-225 (2018) - [j8]Rui Wang, Zhongbao Zhou, Hisao Ishibuchi, Tianjun Liao, Tao Zhang:
Localized Weighted Sum Method for Many-Objective Optimization. IEEE Trans. Evol. Comput. 22(1): 3-18 (2018) - [c13]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: 193-203 - 2017
- [j7]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: 25-34 (2017) - [j6]Mengjun Ming, Rui Wang, Yabing Zha, Tao Zhang:
Pareto adaptive penalty-based boundary intersection method for multi-objective optimization. Inf. Sci. 414: 158-174 (2017) - [c12]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: 511-522 - [c11]Fuxing Zhang, Tao Zhang, Rui Wang:
Gbest-Guided Covariance Matrix Adaptation Evolution Strategy for Large Scale Global Optimization. ICIC (1) 2017: 3-13 - 2016
- [j5]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: 103-117 (2016) - [j4]Rui Wang, Qingfu Zhang, Tao Zhang:
Decomposition-Based Algorithms Using Pareto Adaptive Scalarizing Methods. IEEE Trans. Evol. Comput. 20(6): 821-837 (2016) - [c10]Jie Li, Rui Wang, Tao Zhang:
Wind speed prediction using a cooperative coevolution genetic algorithm based on back propagation neural network. CEC 2016: 4578-4583 - [c9]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: 1-8 - [c8]Baolong Liu, Yabing Zha, Tao Zhang, Shiming Chen:
Sliding mode control for rectifier stage of solid state transformer. VSS 2016: 286-289 - 2015
- [j3]Hongtao Lei, Gilbert Laporte, Yajie Liu, Tao Zhang:
Dynamic design of sales territories. Comput. Oper. Res. 56: 84-92 (2015) - [j2]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: 23-38 (2015) - [c7]Rui Wang, Qingfu Zhang, Tao Zhang:
Pareto Adaptive Scalarising Functions for Decomposition Based Algorithms. EMO (1) 2015: 248-262 - [c6]Rui Wang, Fuxing Zhang, Tao Zhang:
Multi-objective optimal design of hybrid renewable energy systems using evolutionary algorithms. ICNC 2015: 1196-1200 - [c5]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: 647-650 - [c4]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: 1267-1271 - 2014
- [c3]ZhiChao Shi, Rui Wang, Tao Zhang:
PICEA-g using an enhanced fitness assignment method. MCDM 2014: 72-77 - 2013
- [j1]Tao Zhang, John D. Andrews, Rui Wang:
Optimal Scheduling of Track Maintenance on a Railway Network. Qual. Reliab. Eng. Int. 29(2): 285-297 (2013) - [c2]Rui Wang, Tao Zhang, Bo Guo:
An enhanced MOEA/D using uniform directions and a pre-organization procedure. IEEE Congress on Evolutionary Computation 2013: 2390-2397 - 2011
- [c1]Tao Zhang, Bo Guo, Yuejin Tan:
Reliability-Based Route Optimization of a Transportation Network with Random Arc Capacities and Time Threshold. IUKM 2011: 143-156
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