Reliability-Based Route Optimization of a Transportation Network with Random Arc Capacities and Time Threshold. - Tao Zhang 033; Bo Guo; Yuejin Tan (IUKM, 2011)

An enhanced MOEA/D using uniform directions and a pre-organization procedure. - Rui Wang 017; Tao Zhang 033; Bo Guo (IEEE Congress on Evolutionary Computation, 2013)

Optimal Scheduling of Track Maintenance on a Railway Network. - Tao Zhang 033; John D. Andrews; Rui Wang 017 (Qual. Reliab. Eng. Int., 2013)

PICEA-g using an enhanced fitness assignment method. - ZhiChao Shi; Rui Wang 017; Tao Zhang 033 (MCDM, 2014)

Pareto Adaptive Scalarising Functions for Decomposition Based Algorithms. - Rui Wang 017; Qingfu Zhang 001; Tao Zhang 033 (EMO (1), 2015)

Multi-objective optimal design of hybrid renewable energy systems using evolutionary algorithms. - Rui Wang 017; Fuxing Zhang; Tao Zhang 033 (ICNC, 2015)

Short-Term Forecasting of Wind Power Generation Based on the Similar Day and Elman Neural Network. - Xiaoyu Zhang; Rui Wang 017; Tianjun Liao; Tao Zhang 033; Yabin Zha (SSCI, 2015)

Stochastic Model Predictive Control Based Economic Dispatch for Hybrid Energy System Including Wind and Energy Storage Devices. - Yan Zhang; Rui Wang 017; Tao Zhang 033; Tianjun Liao; Yajie Liu; Bo Guo (SSCI, 2015)

Dynamic design of sales territories. - Hongtao Lei; Gilbert Laporte; Yajie Liu; Tao Zhang 033 (Comput. Oper. Res., 2015)

SGEESS: Smart green energy-efficient scheduling strategy with dynamic electricity price for data center. - Hongtao Lei; Tao Zhang 033; Yajie Liu; Yabing Zha; Xiaomin Zhu 001 (J. Syst. Softw., 2015)

Wind speed prediction using a cooperative coevolution genetic algorithm based on back propagation neural network. - Jie Li; Rui Wang 017; Tao Zhang 033 (CEC, 2016)

On the effect of localized PBI method in MOEA/D for multi-objective optimization. - Rui Wang 017; Hisao Ishibuchi; Yan Zhang; Xiaojun Zheng; Tao Zhang 033 (SSCI, 2016)

Sliding mode control for rectifier stage of solid state transformer. - Baolong Liu; Yabing Zha; Tao Zhang 033; Shiming Chen (VSS, 2016)

A multi-objective co-evolutionary algorithm for energy-efficient scheduling on a green data center. - Hongtao Lei; Rui Wang 017; Tao Zhang 033; Yajie Liu; Yabing Zha (Comput. Oper. Res., 2016)

Decomposition-Based Algorithms Using Pareto Adaptive Scalarizing Methods. - Rui Wang 017; Qingfu Zhang 001; Tao Zhang 033 (IEEE Trans. Evol. Comput., 2016)

Effect of Transfer Functions in Deep Belief Network for Short-Term Load Forecasting. - Xiaoyu Zhang; Rui Wang 017; Tao Zhang 033; Yajie Liu; Yabin Zha (BIC-TA, 2017)

Gbest-Guided Covariance Matrix Adaptation Evolution Strategy for Large Scale Global Optimization. - Fuxing Zhang; Tao Zhang 033; Rui Wang 017 (ICIC (1), 2017)

On the effect of reference point in MOEA/D for multi-objective optimization. - Rui Wang 017; Jian Xiong 002; Hisao Ishibuchi; Guohua Wu 001; Tao Zhang 033 (Appl. Soft Comput., 2017)

Pareto adaptive penalty-based boundary intersection method for multi-objective optimization. - Mengjun Ming 001; Rui Wang 017; Yabing Zha; Tao Zhang 033 (Inf. Sci., 2017)

Short-Term Load Forecasting Based on RBM and NARX Neural Network. - Xiaoyu Zhang; Rui Wang 017; Tao Zhang 033; Ling Wang 001; Yajie Liu; Yabing Zha (ICIC (3), 2018)

Evolutionary Many-Objective Optimization: A Comparative Study of the State-of-the-Art. - Kaiwen Li; Rui Wang 017; Tao Zhang 033; Hisao Ishibuchi (IEEE Access, 2018)

Cooperative co-evolution with improved differential grouping method for large-scale global optimisation. - Rui Wang 017; Fuxing Zhang; Tao Zhang 033; Peter J. Fleming (Int. J. Bio Inspired Comput., 2018)

Localized Weighted Sum Method for Many-Objective Optimization. - Rui Wang 017; Zhongbao Zhou; Hisao Ishibuchi; Tianjun Liao; Tao Zhang 033 (IEEE Trans. Evol. Comput., 2018)

Inverted-file R-tree Index Nodes Clustering Based on Multi-objective Optimization. - Wubin Ma; Rui Wang 017; Weichao Wang; Su Deng; Hongbin Huang; Tao Zhang 033; Jibin Wu (CEC, 2019)

PBAR: Parallelized Brain Storm Optimization for Association Rule Mining. - Lianbo Ma; Tao Zhang 033; Rui Wang 017; Guangming Yang; Yichuan Zhang (CEC, 2019)

Brain Storm Optimization Algorithm Based on Improved Clustering Approach Using Orthogonal Experimental Design. - Rui Wang 017; Lianbo Ma; Tao Zhang 033; Shi Cheng; Yuhui Shi 001 (CEC, 2019)

Evolutionary Many-Constraint Optimization: An Exploratory Analysis. - Mengjun Ming 001; Rui Wang 017; Tao Zhang 033 (EMO, 2019)

A Knee-Point Driven Multi-objective Evolutionary Algorithm for Flexible Job Shop Scheduling. - Wenhua Li; Tao Zhang 033; Rui Wang 017; Bo Wang 061; Yuanming Song 001; Xunjia Li (SSCI, 2019)

A dual-grid dual-phase strategy for constrained multi-objective optimization. - Mengjun Ming 001; Rui Wang 017; Tao Zhang 033; Hisao Ishibuchi (SSCI, 2019)

A Method for Interval Prediction of Satellite Battery State of Health Based on Sample Entropy. - Mengda Cao; Tao Zhang 033; Bin Yu; Yajie Liu (IEEE Access, 2019)

Deep Reinforcement Learning for Multi-objective Optimization. - Kaiwen Li; Tao Zhang 033; Rui Wang 017 (CoRR, 2019)

Detection of Voltage Anomalies in Spacecraft Storage Batteries Based on a Deep Belief Network. - Xunjia Li; Tao Zhang 033; Yajie Liu (Sensors, 2019)

Multi-scenario microgrid optimization using an evolutionary multi-objective algorithm. - Wenhua Li; Rui Wang 017; Tao Zhang 033; Mengjun Ming 001; Hongtao Lei (Swarm Evol. Comput., 2019)

Robust Optimization for Microgrid Defense Resource Planning and Allocation Against Multi-Period Attacks. - Hongtao Lei; Shengjun Huang; Yajie Liu; Tao Zhang 033 (IEEE Trans. Smart Grid, 2019)

Knee Point-Guided Multiobjective Optimization Algorithm for Microgrid Dynamic Energy Management. - Wenhua Li; Guo Zhang; Tao Zhang 033; Shengjun Huang (Complex., 2020)

Reinvestigation of evolutionary many-objective optimization: Focus on the Pareto knee front. - Wenhua Li; Rui Wang 017; Tao Zhang 033; Mengjun Ming 001; Kaiwen Li (Inf. Sci., 2020)

Learning-Based Safety-Critical Motion Planning with Input-to-State Barrier Certificate. - Xinze Jin; Qing-Shan Jia; Tao Zhang 033; Huaxia Xia (CASE, 2021)

Investigating Constraint Relationship in Evolutionary Many-Constraint Optimization. - Mengjun Ming 001; Rui Wang 017; Tao Zhang 033 (CEC, 2021)

A New Encoding Mechanism Embedded Evolutionary Algorithm for UAV Route Planning. - Nan-Jiang Dong 001; Rui Wang 017; Tao Zhang 033 (CEC, 2021)

Early Warning Model of Wind Turbine Front Bearing Based on Conv1D and LSTM. - Shihui Zhang; Tao Zhang 033; Yajie Liu (IEEM, 2021)

UAV Path Planning Based on Variable Neighborhood Search Genetic Algorithm. - Guo Zhang; Rui Wang 017; Hongtao Lei; Tao Zhang 033; Wenhua Li; Yuanming Song 001 (ICSI (2), 2021)

Multiobjective routing optimization of mobile charging vehicles for UAV power supply guarantees. - Weijian Qin; Zhichao Shi; Wenhua Li; Kaiwen Li; Tao Zhang 033; Rui Wang 017 (Comput. Ind. Eng., 2021)

Sizing a Hybrid Renewable Energy System by a Coevolutionary Multiobjective Optimization Algorithm. - Wenhua Li; Guo Zhang; Xu Yang 020; Tao Zhang 033; Hu Xu 004 (Complex., 2021)

Deep Reinforcement Learning for Combinatorial Optimization: Covering Salesman Problems. - Kaiwen Li; Tao Zhang 033; Rui Wang 017; Yuheng Wang; Yi Han (CoRR, 2021)

Deep Reinforcement Learning for Multiobjective Optimization. - Kaiwen Li; Tao Zhang 033; Rui Wang 017 (IEEE Trans. Cybern., 2021)

Weighted Indicator-Based Evolutionary Algorithm for Multimodal Multiobjective Optimization. - Wenhua Li; Tao Zhang 033; Rui Wang 017; Hisao Ishibuchi (IEEE Trans. Evol. Comput., 2021)

A Dual-Population-Based Evolutionary Algorithm for Constrained Multiobjective Optimization. - Mengjun Ming 001; Anupam Trivedi; Rui Wang 017; Dipti Srinivasan; Tao Zhang 033 (IEEE Trans. Evol. Comput., 2021)

A hybrid optimization framework for UAV reconnaissance mission planning. - Wei Liu 151; Tao Zhang 033; Shengjun Huang; Kaiwen Li (Comput. Ind. Eng., 2022)

Deep Reinforcement Learning for Online Routing of Unmanned Aerial Vehicles with Wireless Power Transfer. - Kaiwen Li; Tao Zhang 033; Rui Wang 017; Ling Wang 001 (CoRR, 2022)

Hybridization of evolutionary algorithm and deep reinforcement learning for multi-objective orienteering optimization. - Wei Liu 151; Rui Wang 017; Tao Zhang 033; Kaiwen Li; Wenhua Li; Hisao Ishibuchi (CoRR, 2022)

Multimodal Multi-objective Optimization: Comparative Study of the State-of-the-Art. - Wenhua Li; Tao Zhang 033; Rui Wang 017; Jing Liang (CoRR, 2022)

Large-scale matrix optimization based multi microgrid topology design with a constrained differential evolution algorithm. - Wenhua Li; Shengjun Huang; Tao Zhang 033; Rui Wang 017; Ling Wang 001 (CoRR, 2022)

Optimal Topology Design for Distributed Generation Networks Considering Different Nodal Invulnerability Requirements. - Peng Jiao; Shengjun Huang; Bo Jiang; Tao Zhang 033 (Symmetry, 2022)

Deep Reinforcement Learning for Combinatorial Optimization: Covering Salesman Problems. - Kaiwen Li; Tao Zhang 033; Rui Wang 017; Yuheng Wang; Yi Han; Ling Wang 001 (IEEE Trans. Cybern., 2022)

An Evolutionary Multiobjective Knee-Based Lower Upper Bound Estimation Method for Wind Speed Interval Forecast. - Kaiwen Li; Tao Zhang 033; Rui Wang 017; Ling Wang 001; Hisao Ishibuchi (IEEE Trans. Evol. Comput., 2022)

A Novel Dual-Stage Dual-Population Evolutionary Algorithm for Constrained Multiobjective Optimization. - Mengjun Ming 001; Rui Wang 017; Hisao Ishibuchi; Tao Zhang 033 (IEEE Trans. Evol. Comput., 2022)

High Overload Power Supply System and Its Energy Synchronization Control Method for Short-Term High-Energy Pulse Load. - Leming Zhou; Weilang Yi; Zhixing He; Yandong Chen 001; Tao Zhang 033; Qianming Xu; Xiaoping Zhou; Wenhua Wu 001 (IEEE Trans. Smart Grid, 2022)

Many-Constraint Multi-objective Optimization of Grid-Connected Hybrid Renewable Energy System. - Mengjun Ming 001; Xin Zhou; Rui Wang 017; Tao Zhang 033 (DMBD (1), 2023)

Coevolutionary Framework for Generalized Multimodal Multi-Objective Optimization. - Wenhua Li; Xingyi Yao; Kaiwen Li; Rui Wang 017; Tao Zhang 033; Ling Wang 001 (IEEE CAA J. Autom. Sinica, 2023)

On the effect of particle update modes in particle swarm optimisation. - Nanjiang Dong 001; Rui Wang 017; Tao Zhang 033; Junwei Ou (Int. J. Bio Inspired Comput., 2023)

Product competitiveness analysis from the perspective of customer perceived helpfulness: a novel method of information fusion research. - Zheng Wang; Ying Ji 001; Tao Zhang 033; Yuanming Li; Lun Wang; Shaojian Qu (Data Technol. Appl., 2023)

Hierarchy Ranking Method for Multimodal Multiobjective Optimization With Local Pareto Fronts. - Wenhua Li; Xingyi Yao; Tao Zhang 033; Rui Wang 017; Ling Wang 001 (IEEE Trans. Evol. Comput., 2023)

Multimodal multi-objective optimization: Comparative study of the state-of-the-art. - Wenhua Li; Tao Zhang 033; Rui Wang 017; Shengjun Huang; Jing Liang (Swarm Evol. Comput., 2023)

Cooperative coevolutionary competition swarm optimizer with perturbation for high-dimensional multi-objective optimization. - Sheng Qi; Rui Wang 017; Tao Zhang 033; Nan-Jiang Dong 001 (Inf. Sci., 2023)

Hybridization of Evolutionary Algorithm and Deep Reinforcement Learning for Multiobjective Orienteering Optimization. - Wei Liu 151; Rui Wang 017; Tao Zhang 033; Kaiwen Li; Wenhua Li; Hisao Ishibuchi; Xiangke Liao (IEEE Trans. Evol. Comput., 2023)

DiffPhyCon: A Generative Approach to Control Complex Physical Systems. - Long Wei; Peiyan Hu; Ruiqi Feng; Haodong Feng; Yixuan Du; Tao Zhang 033; Rui Wang 017; Yue Wang 017; Zhi-Ming Ma; Tailin Wu (NeurIPS, 2024)

Multi-Agent Deep Reinforcement Learning for Multi-Modal Orienteering Problem. - Wei Liu 151; Kaiwen Li; Wenhua Li; Rui Wang 017; Tao Zhang 033 (SACI, 2024)

A Generative Approach to Control Complex Physical Systems. - Long Wei; Peiyan Hu; Ruiqi Feng; Haodong Feng; Yixuan Du; Tao Zhang 033; Rui Wang 017; Yue Wang 017; Zhi-Ming Ma; Tailin Wu (CoRR, 2024)

Closed-loop Diffusion Control of Complex Physical Systems. - Long Wei; Haodong Feng; Peiyan Hu; Tao Zhang 033; Yuchen Yang; Xiang Zheng; Ruiqi Feng; Dixia Fan; Tailin Wu (CoRR, 2024)

Evolutionary Algorithm with Detection Region Method for Constrained Multi-Objective Problems with Binary Constraints. - Weixiong Huang; Rui Wang 017; Tao Zhang 033; Sheng Qi; Ling Wang 001 (CoRR, 2024)

Knowledge-guided evolutionary algorithm for multi-satellite resource scheduling optimization. - Xingyi Yao; Xiaogang Pan; Tao Zhang 033; Wenhua Li; Jianjiang Wang (Future Gener. Comput. Syst., 2024)

Multifactorial evolutionary algorithm for optimal reconfiguration capability of distribution networks. - Qingxia Li; Shengjun Huang; Xueyang Zhang; Wenhua Li; Rui Wang 017; Tao Zhang 033 (Swarm Evol. Comput., 2024)

Large-Scale Binary Matrix Optimization for Multimicrogrids Network Structure Design. - Wenhua Li; Rui Wang 017; Shengjun Huang; Tao Zhang 033; Ling Wang 001 (IEEE Trans. Syst. Man Cybern. Syst., 2024)

Learning to Branch in Combinatorial Optimization with Graph Pointer Networks. - Rui Wang 017; Zhiming Zhou; Kaiwen Li; Tao Zhang 033; Ling Wang 001; Xin Xu 001; Xiangke Liao (IEEE CAA J. Autom. Sinica, 2024)

An evolutionary algorithm based on fully connected weight networks for mixed-variable multi-objective optimization. - Nan-Jiang Dong 001; Tao Zhang 033; Rui Wang 017; Xiangke Liao; Ling Wang 001 (Inf. Sci., 2024)

A Two-Layer Encoding Learning Swarm Optimizer Based on Frequent Itemsets for Sparse Large-Scale Multi-Objective Optimization. - Sheng Qi; Rui Wang 017; Tao Zhang 033; Xu Yang 020; Ruiqing Sun; Ling Wang 001 (IEEE CAA J. Autom. Sinica, 2024)

Enhancing Evolutionary Algorithms With Pattern Mining for Sparse Large-Scale Multi-Objective Optimization Problems. - Sheng Qi; Rui Wang 017; Tao Zhang 033; Weixiong Huang; Fan Yu 001; Ling Wang 001 (IEEE CAA J. Autom. Sinica, 2024)

Solving Orienteering Problems by Hybridizing Evolutionary Algorithm and Deep Reinforcement Learning. - Rui Wang 017; Wei Liu 151; Kaiwen Li; Tao Zhang 033; Ling Wang 001; Xin Xu 001 (IEEE Trans. Artif. Intell., 2024)

Knowledge-Guided Evolutionary Optimization for Large-Scale Air Defense Resource Allocation. - Wenhua Li; Rui Wang 017; Yong Heng; Tao Zhang 033; Ling Wang 001 (IEEE Trans. Artif. Intell., 2024)

Wavelet Diffusion Neural Operator. - Peiyan Hu; Rui Wang 017; Xiang Zheng; Tao Zhang 033; Haodong Feng; Ruiqi Feng; Long Wei; Yue Wang 017; Zhi-Ming Ma; Tailin Wu (ICLR, 2025)

T-SCEND: Test-time Scalable MCTS-enhanced Diffusion Model. - Tao Zhang 033; Jia-Shu Pan; Ruiqi Feng; Tailin Wu (CoRR, 2025)

From Uncertain to Safe: Conformal Fine-Tuning of Diffusion Models for Safe PDE Control. - Peiyan Hu; Xiaowei Qian; Wenhao Deng 001; Rui Wang 017; Haodong Feng; Ruiqi Feng; Tao Zhang 033; Long Wei; Yue Wang 017; Zhi-Ming Ma; Tailin Wu (CoRR, 2025)

PlatMetaX: An Integrated MATLAB platform for Meta-Black-Box Optimization. - Xu Yang 020; Rui Wang 017; Kaiwen Li; Wenhua Li; Tao Zhang 033; Fujun He (CoRR, 2025)

Towards provable probabilistic safety for scalable embodied AI systems. - Linxuan He; Qing-Shan Jia; Ang Li; Hongyan Sang; Ling Wang 001; Jiwen Lu; Tao Zhang 033; Jie Zhou 001; Yi Zhang 029; Yisen Wang 001; Peng Wei; Zhongyuan Wang; et al. (CoRR, 2025)