Baigang Du

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 27

Top Topics

Cooperative Coevolution

Artificial Bee Colony Algorithm

Evolutionary Algorithm

Job Shop Scheduling

Top Venues

Expert Syst. Appl.

Comput. Ind. Eng.

Int. J. Prod. Res.

Eng. Appl. Artif. Intell.

Publications

Jun Guo, Dapeng Li, Baigang Du
A stacked ensemble method based on TCN and convolutional bi-directional GRU with multiple time windows for remaining useful life estimation. Appl. Soft Comput. 150 (2024)
Jun Guo, Yang Li, Baigang Du, Kaipu Wang
Multi-objective fuzzy partial disassembly line balancing considering preventive maintenance scenarios using enhanced hybrid artificial bee colony algorithm. Expert Syst. Appl. 237 (Part C) (2024)
Xiang Sun, Shunsheng Guo, Shiqiao Liu, Jun Guo, Baigang Du
A Correlation-Redundancy Guided Evolutionary Algorithm and Its Application to High-Dimensional Feature Selection in Classification. Neural Process. Lett. 56 (2) (2024)
Baigang Du, Shuai Han, Jun Guo, Yibing Li
A hybrid estimation of distribution algorithm for solving assembly flexible job shop scheduling in a distributed environment. Eng. Appl. Artif. Intell. 133 (2024)
Jun Guo, Yang Li, Baigang Du, Xiang Sun, Kaipu Wang
A multi-population cooperative coevolution artificial bee colony algorithm for partial multi-robotic disassembly line balancing problem considering preventive maintenance scenarios. Adv. Eng. Informatics 62 (2024)
Jun Guo, Shicheng Lei, Baigang Du
MHT: A multiscale hourglass-transformer for remaining useful life prediction of aircraft engine. Eng. Appl. Artif. Intell. 128 (2024)
Baigang Du, Jingwei Guo, Jun Guo, Lei Wang, Xixing Li
A rapid oriented detection method of virtual components for augmented assembly. Expert Syst. Appl. 248 (2024)
Xiang Sun, Shunsheng Guo, Jun Guo, Baigang Du, Zhijie Yang, Kaipu Wang
A Pareto-based hybrid genetic simulated annealing algorithm for multi-objective hybrid production line balancing problem considering disassembly and assembly. Int. J. Prod. Res. 62 (13) (2024)
Yibing Li, Zhiyu Tao, Lei Wang, Baigang Du, Jun Guo, Shibao Pang
Digital twin-based job shop anomaly detection and dynamic scheduling. Robotics Comput. Integr. Manuf. 79 (2023)
Ming Huang, Baigang Du, Jun Guo
A hybrid collaborative framework for integrated production scheduling and vehicle routing problem with batch manufacturing and soft time windows. Comput. Oper. Res. 159 (2023)
Baigang Du, Dahu Zha, Jun Guo, Xiaobing Yu
Optimization of pump scheduling in waterworks considering load balancing using improved genetic algorithm. J. Intell. Fuzzy Syst. 44 (6) (2023)
Xiang Sun, Shunsheng Guo, Jun Guo, Baigang Du
A two-stage interactive evolutionary algorithm for multi-objective asynchronous parallel selective disassembly sequence planning problem. Comput. Ind. Eng. 175 (2023)
Kaipu Wang, Jun Guo, Baigang Du, Yibing Li, Hongtao Tang, Xinyu Li, Liang Gao
A novel MILP model and an improved genetic algorithm for disassembly line balancing and sequence planning with partial destructive mode. Comput. Ind. Eng. 186 (2023)
Jun Guo, Junfeng Zou, Baigang Du, Kaipu Wang
Integrated scheduling for remanufacturing system considering component commonality using improved multi-objective genetic algorithm. Comput. Ind. Eng. 182 (2023)
Baigang Du, Shuo Huang, Jun Guo, Hongtao Tang, Lei Wang, Shengwen Zhou
Interval forecasting for urban water demand using PSO optimized KDE distribution and LSTM neural networks. Appl. Soft Comput. 122 (2022)
Peng Jiang, Shunsheng Guo, Baigang Du, Jun Guo
Two-sided matching decision-making model for complex product system based on life-cycle sustainability assessment. Expert Syst. Appl. 208 (2022)
Jun Guo, Zhipeng Pu, Baigang Du, Yibing Li
Multi-objective optimisation of stochastic hybrid production line balancing including assembly and disassembly tasks. Int. J. Prod. Res. 60 (9) (2022)
Baigang Du, Tian Tan, Jun Guo, Yibing Li, Shunsheng Guo
Energy-cost-aware resource-constrained project scheduling for complex product system with activity splitting and recombining. Expert Syst. Appl. 173 (2021)
Baigang Du, Qiliang Zhou, Jun Guo, Shunsheng Guo, Lei Wang
Deep learning with long short-term memory neural networks combining wavelet transform and principal component analysis for daily urban water demand forecasting. Expert Syst. Appl. 171 (2021)
Shunsheng Guo, Yuji Gao, Jun Guo, Zhijie Yang, Baigang Du, Yibing Li
A multi-stage group decision making for strategic supplier selection based on prospect theory with interval-valued q-rung orthopair fuzzy linguistic sets. J. Intell. Fuzzy Syst. 40 (5) (2021)
Zhengchao Liu, Shunsheng Guo, Lei Wang, Baigang Du, Shibao Pang
A multi-objective service composition recommendation method for individualized customer: Hybrid MPA-GSO-DNN model. Comput. Ind. Eng. 128 (2019)
Xiang Sun, Shunsheng Guo, Jun Guo, Baigang Du
A Hybrid Multi-Objective Evolutionary Algorithm With Heuristic Adjustment Strategies and Variable Neighbor-Hood Search for Flexible Job-Shop Scheduling Problem Considering Flexible Rest Time. IEEE Access 7 (2019)
Lei Wang, Chen Guo, Yibing Li, Baigang Du, Shunsheng Guo
An outsourcing service selection method using ANN and SFLA algorithms for cement equipment manufacturing enterprises in cloud manufacturing. J. Ambient Intell. Humaniz. Comput. 10 (3) (2019)
Jun Guo, Jianguo Wang, Baigang Du
Effect of inspection policy on recycling decision considering recovery price and used product quality. ICIA (2018)
Xixing Li, Zhao Peng, Baigang Du, Jun Guo, Wenxiang Xu, Kejia Zhuang
Hybrid artificial bee colony algorithm with a rescheduling strategy for solving flexible job shop scheduling problems. Comput. Ind. Eng. 113 (2017)
Jun Guo, Wenhao Zhu, Baigang Du
A Novel Method for Resources Collaborative Evaluation in Group Distributed Manufacturing. ICCMA (2017)
Baigang Du, Shunsheng Guo
Production planning conflict resolution of complex product system in group manufacturing: A novel hybrid approach using ant colony optimization and Shapley value. Comput. Ind. Eng. 94 (2016)
Baigang Du, Shunsheng Guo, Xiaorong Huang, Yibing Li, Jun Guo
A Pareto supplier selection algorithm for minimum the life cycle cost of complex product system. Expert Syst. Appl. 42 (9) (2015)