Tao Zhang

100 papers A* 3B 7C 1Misc 2Journal 71Unranked 16
YearRankTypeTitle / Venue / Authors
2026 J jnl
An Adaptive Constraint Relaxation Strategy Based Coevolutionary Algorithm for Constrained Multi-Objective Optimization.
IEEE Trans. Emerg. Top. Comput. Intell.
Rui Wang, Weixiong Huang, Wenhua Li, Xingquan Tang, Tao Zhang, Ling Wang
2026 J jnl
Constrained multimodal dominance embedded dual-population coevolutionary algorithm for multimodal multi-objective optimization.
Swarm Evol. Comput.
Wenhua Li, Xingyi Yao, Rui Wang, Tao Zhang
2026 J jnl
GenCP: Towards Generative Modeling Paradigm of Coupled Physics.
CoRR
Tianrun Gao, Haoren Zheng, Wenhao Deng, Haodong Feng, Tao Zhang, Ruiqi Feng, Qianyi Chen, Tailin Wu
2026 J jnl
Graph attention networks unleashed: A fast and explainable vulnerability assessment framework for microgrids.
Expert Syst. Appl.
Wei Liu, Tao Zhang, Chenhui Lin, Kaiwen Li, Rui Wang
2026 J jnl
High-dimensional multimodal multi-objective optimization via subspace projection and angular diversity management.
Expert Syst. Appl.
Lida Zhang, Wenhua Li, Yan Zheng, Xingyi Yao, Rui Wang, Tao Zhang
2025 J jnl
A Thompson Sampling-Based Sparse Evolutionary Operator for Sparse Large-Scale Multiobjective Optimization.
IEEE Trans. Evol. Comput.
Sheng Qi, Rui Wang, Tao Zhang, Weixiong Huang, Feng Qing, Tao Hu, Ling Wang
2025 J jnl
Exploratory landscape analysis on black-box optimization problems via Graph Neural Network.
Swarm Evol. Comput.
Xu Yang, Rui Wang, Kaiwen Li, Wenhua Li, Tao Zhang
2025 A* conf
From Uncertain to Safe: Conformal Adaptation of Diffusion Models for Safe PDE Control.
ICML
Peiyan Hu, Xiaowei Qian, Wenhao Deng, Rui Wang, Haodong Feng, Ruiqi Feng, Tao Zhang, Long Wei, Yue Wang, Zhi-Ming Ma, Tailin Wu
2025 J jnl
From Uncertain to Safe: Conformal Fine-Tuning of Diffusion Models for Safe PDE Control.
CoRR
Peiyan Hu, Xiaowei Qian, Wenhao Deng, Rui Wang, Haodong Feng, Ruiqi Feng, Tao Zhang, Long Wei, Yue Wang, Zhi-Ming Ma, Tailin Wu
2025 J jnl
Fully Tensorized GPU-accelerated Multi-population Evolutionary Algorithm for Constrained Multiobjective Optimization Problems.
CoRR
Weixiong Huang, Rui Wang, Wenhua Li, Sheng Qi, Tianyu Luo, Delong Chen, Tao Zhang, Ling Wang
2025 J jnl
Fuzzy Constraint Dominance Strategy for Constrainted Multiobjective Optimization Problems with Multiple Constraints.
IEEE CAA J. Autom. Sinica
Weixiong Huang, Rui Wang, Tao Zhang, Sheng Qi, Ling Wang
2025 J jnl
PlatMetaX: An Integrated MATLAB platform for Meta-Black-Box Optimization.
CoRR
Xu Yang, Rui Wang, Kaiwen Li, Wenhua Li, Tao Zhang, Fujun He
2025 J jnl
Power supply vehicle routing problem: formulation and solution.
Complex Intell. Syst.
Lizhe You, Shengjun Huang, Haowei Zhang, Rui Wang, Tao Zhang
2025 J jnl
T-SCEND: Test-time Scalable MCTS-enhanced Diffusion Model.
CoRR
Tao Zhang, Jia-Shu Pan, Ruiqi Feng, Tailin Wu
2025 J jnl
Towards provable probabilistic safety for scalable embodied AI systems.
CoRR
Linxuan He, Qing-Shan Jia, Ang Li, Hongyan Sang, Ling Wang, Jiwen Lu, Tao Zhang, Jie Zhou, Yi Zhang, Yisen Wang, Peng Wei, Zhongyuan Wang, Henry X. Liu, Shuo Feng
2025 A* conf
Wavelet Diffusion Neural Operator.
ICLR
Peiyan Hu, Rui Wang, Xiang Zheng, Tao Zhang, Haodong Feng, Ruiqi Feng, Long Wei, Yue Wang, Zhi-Ming Ma, Tailin Wu
2024 J jnl
A Generative Approach to Control Complex Physical Systems.
CoRR
Long Wei, Peiyan Hu, Ruiqi Feng, Haodong Feng, Yixuan Du, Tao Zhang, Rui Wang, Yue Wang, Zhi-Ming Ma, Tailin Wu
2024 J jnl
A Two-Layer Encoding Learning Swarm Optimizer Based on Frequent Itemsets for Sparse Large-Scale Multi-Objective Optimization.
IEEE CAA J. Autom. Sinica
Sheng Qi, Rui Wang, Tao Zhang, Xu Yang, Ruiqing Sun, Ling Wang
2024 J jnl
An evolutionary algorithm based on fully connected weight networks for mixed-variable multi-objective optimization.
Inf. Sci.
Nan-Jiang Dong, Tao Zhang, Rui Wang, Xiangke Liao, Ling Wang
2024 J jnl
Closed-loop Diffusion Control of Complex Physical Systems.
CoRR
Long Wei, Haodong Feng, Peiyan Hu, Tao Zhang, Yuchen Yang, Xiang Zheng, Ruiqi Feng, Dixia Fan, Tailin Wu
2024 A* conf
DiffPhyCon: A Generative Approach to Control Complex Physical Systems.
NeurIPS
Long Wei, Peiyan Hu, Ruiqi Feng, Haodong Feng, Yixuan Du, Tao Zhang, Rui Wang, Yue Wang, Zhi-Ming Ma, Tailin Wu
2024 J jnl
Enhancing Evolutionary Algorithms With Pattern Mining for Sparse Large-Scale Multi-Objective Optimization Problems.
IEEE CAA J. Autom. Sinica
Sheng Qi, Rui Wang, Tao Zhang, Weixiong Huang, Fan Yu, Ling Wang
2024 J jnl
Evolutionary Algorithm with Detection Region Method for Constrained Multi-Objective Problems with Binary Constraints.
CoRR
Weixiong Huang, Rui Wang, Tao Zhang, Sheng Qi, Ling Wang
2024 J jnl
Knowledge-Guided Evolutionary Optimization for Large-Scale Air Defense Resource Allocation.
IEEE Trans. Artif. Intell.
Wenhua Li, Rui Wang, Yong Heng, Tao Zhang, Ling Wang
2024 J jnl
Knowledge-guided evolutionary algorithm for multi-satellite resource scheduling optimization.
Future Gener. Comput. Syst.
Xingyi Yao, Xiaogang Pan, Tao Zhang, Wenhua Li, Jianjiang Wang
2024 J jnl
Large-Scale Binary Matrix Optimization for Multimicrogrids Network Structure Design.
IEEE Trans. Syst. Man Cybern. Syst.
Wenhua Li, Rui Wang, Shengjun Huang, Tao Zhang, Ling Wang
2024 J jnl
Learning to Branch in Combinatorial Optimization with Graph Pointer Networks.
IEEE CAA J. Autom. Sinica
Rui Wang, Zhiming Zhou, Kaiwen Li, Tao Zhang, Ling Wang, Xin Xu, Xiangke Liao
2024 Misc conf
Multi-Agent Deep Reinforcement Learning for Multi-Modal Orienteering Problem.
SACI
Wei Liu, Kaiwen Li, Wenhua Li, Rui Wang, Tao Zhang
2024 J jnl
Multifactorial evolutionary algorithm for optimal reconfiguration capability of distribution networks.
Swarm Evol. Comput.
Qingxia Li, Shengjun Huang, Xueyang Zhang, Wenhua Li, Rui Wang, Tao Zhang
2024 J jnl
Solving Orienteering Problems by Hybridizing Evolutionary Algorithm and Deep Reinforcement Learning.
IEEE Trans. Artif. Intell.
Rui Wang, Wei Liu, Kaiwen Li, Tao Zhang, Ling Wang, Xin Xu
2024 J jnl
Wavelet Diffusion Neural Operator.
CoRR
Peiyan Hu, Rui Wang, Xiang Zheng, Tao Zhang, Haodong Feng, Ruiqi Feng, Long Wei, Yue Wang, Zhi-Ming Ma, Tailin Wu
2023 J jnl
A hybrid temporal convolutional network and Prophet model for power load forecasting.
Complex Intell. Syst.
Jinyuan Mo, Rui Wang, Mengda Cao, Kang Yang, Xu Yang, Tao Zhang
2023 J jnl
Coevolutionary Framework for Generalized Multimodal Multi-Objective Optimization.
IEEE CAA J. Autom. Sinica
Wenhua Li, Xingyi Yao, Kaiwen Li, Rui Wang, Tao Zhang, Ling Wang
2023 J jnl
Cooperative coevolutionary competition swarm optimizer with perturbation for high-dimensional multi-objective optimization.
Inf. Sci.
Sheng Qi, Rui Wang, Tao Zhang, Nan-Jiang Dong
2023 J jnl
Hierarchy Ranking Method for Multimodal Multiobjective Optimization With Local Pareto Fronts.
IEEE Trans. Evol. Comput.
Wenhua Li, Xingyi Yao, Tao Zhang, Rui Wang, Ling Wang
2023 J jnl
Hybridization of Evolutionary Algorithm and Deep Reinforcement Learning for Multiobjective Orienteering Optimization.
IEEE Trans. Evol. Comput.
Wei Liu, Rui Wang, Tao Zhang, Kaiwen Li, Wenhua Li, Hisao Ishibuchi, Xiangke Liao
2023 — conf
Many-Constraint Multi-objective Optimization of Grid-Connected Hybrid Renewable Energy System.
DMBD (1)
Mengjun Ming, Xin Zhou, Rui Wang, Tao Zhang
2023 J jnl
Multimodal multi-objective optimization: Comparative study of the state-of-the-art.
Swarm Evol. Comput.
Wenhua Li, Tao Zhang, Rui Wang, Shengjun Huang, Jing Liang
2023 J jnl
On the effect of particle update modes in particle swarm optimisation.
Int. J. Bio Inspired Comput.
Nanjiang Dong, Rui Wang, Tao Zhang, Junwei Ou
2023 J jnl
Product competitiveness analysis from the perspective of customer perceived helpfulness: a novel method of information fusion research.
Data Technol. Appl.
Zheng Wang, Ying Ji, Tao Zhang, Yuanming Li, Lun Wang, Shaojian Qu
2023 J jnl
Surrogated-assisted multimodal multi-objective optimization for hybrid renewable energy system.
Complex Intell. Syst.
Tao Zhang, Wenhua Li, Rui Wang
2022 J jnl
A Novel Dual-Stage Dual-Population Evolutionary Algorithm for Constrained Multiobjective Optimization.
IEEE Trans. Evol. Comput.
Mengjun Ming, Rui Wang, Hisao Ishibuchi, Tao Zhang
2022 J jnl
A hybrid optimization framework for UAV reconnaissance mission planning.
Comput. Ind. Eng.
Wei Liu, Tao Zhang, Shengjun Huang, Kaiwen Li
2022 J jnl
An Evolutionary Multiobjective Knee-Based Lower Upper Bound Estimation Method for Wind Speed Interval Forecast.
IEEE Trans. Evol. Comput.
Kaiwen Li, Tao Zhang, Rui Wang, Ling Wang, Hisao Ishibuchi
2022 J jnl
Coevolutionary Framework for Generalized Multimodal Multi-objective Optimization.
CoRR
Wenhua Li, Xingyi Yao, Kaiwen Li, Rui Wang, Tao Zhang, Ling Wang
2022 J jnl
Deep Reinforcement Learning for Combinatorial Optimization: Covering Salesman Problems.
IEEE Trans. Cybern.
Kaiwen Li, Tao Zhang, Rui Wang, Yuheng Wang, Yi Han, Ling Wang
2022 J jnl
Deep Reinforcement Learning for Online Routing of Unmanned Aerial Vehicles with Wireless Power Transfer.
CoRR
Kaiwen Li, Tao Zhang, Rui Wang, Ling Wang
2022 J jnl
High Overload Power Supply System and Its Energy Synchronization Control Method for Short-Term High-Energy Pulse Load.
IEEE Trans. Smart Grid
Leming Zhou, Weilang Yi, Zhixing He, Yandong Chen, Tao Zhang, Qianming Xu, Xiaoping Zhou, Wenhua Wu
2022 J jnl
Hybridization of evolutionary algorithm and deep reinforcement learning for multi-objective orienteering optimization.
CoRR
Wei Liu, Rui Wang, Tao Zhang, Kaiwen Li, Wenhua Li, Hisao Ishibuchi
2022 J jnl
Large-scale matrix optimization based multi microgrid topology design with a constrained differential evolution algorithm.
CoRR
Wenhua Li, Shengjun Huang, Tao Zhang, Rui Wang, Ling Wang
2022 J jnl
Multimodal Multi-objective Optimization: Comparative Study of the State-of-the-Art.
CoRR
Wenhua Li, Tao Zhang, Rui Wang, Jing Liang
2022 J jnl
Optimal Topology Design for Distributed Generation Networks Considering Different Nodal Invulnerability Requirements.
Symmetry
Peng Jiao, Shengjun Huang, Bo Jiang, Tao Zhang
2021 J jnl
A Dual-Population-Based Evolutionary Algorithm for Constrained Multiobjective Optimization.
IEEE Trans. Evol. Comput.
Mengjun Ming, Anupam Trivedi, Rui Wang, Dipti Srinivasan, Tao Zhang
2021 B conf
A New Encoding Mechanism Embedded Evolutionary Algorithm for UAV Route Planning.
CEC
Nan-Jiang Dong, Rui Wang, Tao Zhang
2021 J jnl
Deep Reinforcement Learning for Combinatorial Optimization: Covering Salesman Problems.
CoRR
Kaiwen Li, Tao Zhang, Rui Wang, Yuheng Wang, Yi Han
2021 J jnl
Deep Reinforcement Learning for Multiobjective Optimization.
IEEE Trans. Cybern.
Kaiwen Li, Tao Zhang, Rui Wang
2021 — conf
Early Warning Model of Wind Turbine Front Bearing Based on Conv1D and LSTM.
IEEM
Shihui Zhang, Tao Zhang, Yajie Liu
2021 B conf
Investigating Constraint Relationship in Evolutionary Many-Constraint Optimization.
CEC
Mengjun Ming, Rui Wang, Tao Zhang
2021 — conf
Learning-Based Safety-Critical Motion Planning with Input-to-State Barrier Certificate.
CASE
Xinze Jin, Qing-Shan Jia, Tao Zhang, Huaxia Xia
2021 J jnl
Multiobjective routing optimization of mobile charging vehicles for UAV power supply guarantees.
Comput. Ind. Eng.
Weijian Qin, Zhichao Shi, Wenhua Li, Kaiwen Li, Tao Zhang, Rui Wang
2021 J jnl
Sizing a Hybrid Renewable Energy System by a Coevolutionary Multiobjective Optimization Algorithm.
Complex.
Wenhua Li, Guo Zhang, Xu Yang, Tao Zhang, Hu Xu
2021 — conf
UAV Path Planning Based on Variable Neighborhood Search Genetic Algorithm.
ICSI (2)
Guo Zhang, Rui Wang, Hongtao Lei, Tao Zhang, Wenhua Li, Yuanming Song
2021 J jnl
Weighted Indicator-Based Evolutionary Algorithm for Multimodal Multiobjective Optimization.
IEEE Trans. Evol. Comput.
Wenhua Li, Tao Zhang, Rui Wang, Hisao Ishibuchi
2020 J jnl
Investigating Constraint Relationship in Evolutionary Many-Constraint Optimization.
CoRR
Mengjun Ming, Rui Wang, Tao Zhang
2020 J jnl
Knee Point-Guided Multiobjective Optimization Algorithm for Microgrid Dynamic Energy Management.
Complex.
Wenhua Li, Guo Zhang, Tao Zhang, Shengjun Huang
2020 J jnl
Reinvestigation of evolutionary many-objective optimization: Focus on the Pareto knee front.
Inf. Sci.
Wenhua Li, Rui Wang, Tao Zhang, Mengjun Ming, Kaiwen Li
2019 — conf
A Knee-Point Driven Multi-objective Evolutionary Algorithm for Flexible Job Shop Scheduling.
SSCI
Wenhua Li, Tao Zhang, Rui Wang, Bo Wang, Yuanming Song, Xunjia Li
2019 J jnl
A Method for Interval Prediction of Satellite Battery State of Health Based on Sample Entropy.
IEEE Access
Mengda Cao, Tao Zhang, Bin Yu, Yajie Liu
2019 — conf
A dual-grid dual-phase strategy for constrained multi-objective optimization.
SSCI
Mengjun Ming, Rui Wang, Tao Zhang, Hisao Ishibuchi
2019 B conf
Brain Storm Optimization Algorithm Based on Improved Clustering Approach Using Orthogonal Experimental Design.
CEC
Rui Wang, Lianbo Ma, Tao Zhang, Shi Cheng, Yuhui Shi
2019 J jnl
Deep Reinforcement Learning for Multi-objective Optimization.
CoRR
Kaiwen Li, Tao Zhang, Rui Wang
2019 J jnl
Detection of Voltage Anomalies in Spacecraft Storage Batteries Based on a Deep Belief Network.
Sensors
Xunjia Li, Tao Zhang, Yajie Liu
2019 C conf
Evolutionary Many-Constraint Optimization: An Exploratory Analysis.
EMO
Mengjun Ming, Rui Wang, Tao Zhang
2019 B conf
Inverted-file R-tree Index Nodes Clustering Based on Multi-objective Optimization.
CEC
Wubin Ma, Rui Wang, Weichao Wang, Su Deng, Hongbin Huang, Tao Zhang, Jibin Wu
2019 J jnl
Multi-scenario microgrid optimization using an evolutionary multi-objective algorithm.
Swarm Evol. Comput.
Wenhua Li, Rui Wang, Tao Zhang, Mengjun Ming, Hongtao Lei
2019 B conf
PBAR: Parallelized Brain Storm Optimization for Association Rule Mining.
CEC
Lianbo Ma, Tao Zhang, Rui Wang, Guangming Yang, Yichuan Zhang
2019 J jnl
Robust Optimization for Microgrid Defense Resource Planning and Allocation Against Multi-Period Attacks.
IEEE Trans. Smart Grid
Hongtao Lei, Shengjun Huang, Yajie Liu, Tao Zhang
2018 J jnl
Cooperative co-evolution with improved differential grouping method for large-scale global optimisation.
Int. J. Bio Inspired Comput.
Rui Wang, Fuxing Zhang, Tao Zhang, Peter J. Fleming
2018 J jnl
Evolutionary Many-Objective Optimization: A Comparative Study of the State-of-the-Art.
IEEE Access
Kaiwen Li, Rui Wang, Tao Zhang, Hisao Ishibuchi
2018 J jnl
Localized Weighted Sum Method for Many-Objective Optimization.
IEEE Trans. Evol. Comput.
Rui Wang, Zhongbao Zhou, Hisao Ishibuchi, Tianjun Liao, Tao Zhang
2018 — conf
Short-Term Load Forecasting Based on RBM and NARX Neural Network.
ICIC (3)
Xiaoyu Zhang, Rui Wang, Tao Zhang, Ling Wang, Yajie Liu, Yabing Zha
2017 — conf
Effect of Transfer Functions in Deep Belief Network for Short-Term Load Forecasting.
BIC-TA
Xiaoyu Zhang, Rui Wang, Tao Zhang, Yajie Liu, Yabin Zha
2017 — conf
Gbest-Guided Covariance Matrix Adaptation Evolution Strategy for Large Scale Global Optimization.
ICIC (1)
Fuxing Zhang, Tao Zhang, Rui Wang
2017 J jnl
On the effect of reference point in MOEA/D for multi-objective optimization.
Appl. Soft Comput.
Rui Wang, Jian Xiong, Hisao Ishibuchi, Guohua Wu, Tao Zhang
2017 J jnl
Pareto adaptive penalty-based boundary intersection method for multi-objective optimization.
Inf. Sci.
Mengjun Ming, Rui Wang, Yabing Zha, Tao Zhang
2016 J jnl
A multi-objective co-evolutionary algorithm for energy-efficient scheduling on a green data center.
Comput. Oper. Res.
Hongtao Lei, Rui Wang, Tao Zhang, Yajie Liu, Yabing Zha
2016 J jnl
Decomposition-Based Algorithms Using Pareto Adaptive Scalarizing Methods.
IEEE Trans. Evol. Comput.
Rui Wang, Qingfu Zhang, Tao Zhang
2016 — conf
On the effect of localized PBI method in MOEA/D for multi-objective optimization.
SSCI
Rui Wang, Hisao Ishibuchi, Yan Zhang, Xiaojun Zheng, Tao Zhang
2016 — conf
Sliding mode control for rectifier stage of solid state transformer.
VSS
Baolong Liu, Yabing Zha, Tao Zhang, Shiming Chen
2016 B conf
Wind speed prediction using a cooperative coevolution genetic algorithm based on back propagation neural network.
CEC
Jie Li, Rui Wang, Tao Zhang
2015 J jnl
Dynamic design of sales territories.
Comput. Oper. Res.
Hongtao Lei, Gilbert Laporte, Yajie Liu, Tao Zhang
2015 Misc conf
Multi-objective optimal design of hybrid renewable energy systems using evolutionary algorithms.
ICNC
Rui Wang, Fuxing Zhang, Tao Zhang
2015 — conf
Pareto Adaptive Scalarising Functions for Decomposition Based Algorithms.
EMO (1)
Rui Wang, Qingfu Zhang, Tao Zhang
2015 J jnl
SGEESS: Smart green energy-efficient scheduling strategy with dynamic electricity price for data center.
J. Syst. Softw.
Hongtao Lei, Tao Zhang, Yajie Liu, Yabing Zha, Xiaomin Zhu
2015 — conf
Short-Term Forecasting of Wind Power Generation Based on the Similar Day and Elman Neural Network.
SSCI
Xiaoyu Zhang, Rui Wang, Tianjun Liao, Tao Zhang, Yabin Zha
2015 — conf
Stochastic Model Predictive Control Based Economic Dispatch for Hybrid Energy System Including Wind and Energy Storage Devices.
SSCI
Yan Zhang, Rui Wang, Tao Zhang, Tianjun Liao, Yajie Liu, Bo Guo
2014 — conf
PICEA-g using an enhanced fitness assignment method.
MCDM
Zhichao Shi, Rui Wang, Tao Zhang
2013 B conf
An enhanced MOEA/D using uniform directions and a pre-organization procedure.
IEEE Congress on Evolutionary Computation
Rui Wang, Tao Zhang, Bo Guo
2013 J jnl
Optimal Scheduling of Track Maintenance on a Railway Network.
Qual. Reliab. Eng. Int.
Tao Zhang, John D. Andrews, Rui Wang
2011 — conf
Reliability-Based Route Optimization of a Transportation Network with Random Arc Capacities and Time Threshold.
IUKM
Tao Zhang, Bo Guo, Yuejin Tan