Academic Publications

Master’s Thesis

1. Huang, M., 2023. Research on integrated production and distribution scheduling for fast moving consumer goods manufacturing enterprise. Wuhan University of Technology. (Master’s Thesis) PDF;

Published papers

1. M. Huang, S. Huang, B. Du, J. Guo and Y. Li. Fuzzy Superposition Operation and Knowledge-driven Co-evolutionary Algorithm for Integrated Production Scheduling and Vehicle Routing Problem with Soft Time Windows and Fuzzy Travel Times. IEEE Transactions on Fuzzy Systems, 2024, doi: 10.1109/TFUZZ.2024.3388003.（SCI Q1 , IF 11.9, TOP）
   (Paper) HTML ; (KDCEA) Matlab code ; (IPSVRP-STW&FTT Dateset) .zip; (AMPL) .mod ; (CASE) *.zip

2. Huang, M., Du, B. G., Guo, J. A hybrid collaborative framework for integrated production scheduling and vehicle routing problem with batch manufacturing and soft time windows. Computers & Operations Research, 2023, 159, 106346. https://doi.org/10.1016/j.cor.2023.106346 .（SCI Q1 , IF 4.6, ABS-3）
   (Paper) HTML; (HCF-IMOEA) Matlab code ; (IPSVRP-BM&STW Dateset) *.zip

3. Huang, M., Du, B. G., Guo, J, Li, Y, B. Integrated production and distribution scheduling optimization of considering soft time windows and fuzzy travel times. Control Theory and Applications(chinese), 2023, 40(x): 1–10. DOI: 10.7641/CTA.2023.20920.（EI index，IF:2.781）
   (Paper) HTML ; (NSGA-II-AVNS) Matlab code ; (Fuzzy-IPDS Dateset) *.zip

4. Ming Huang, Sihan Huang, Jianpeng Chen, Wei Dong, Baicun Wang, Bing Ruan, Yunpeng Gao, Guoxin Wang, Yan Yan.Dynamic scheduling optimization of island assembly lines under uncertain disturbances by multi-objective deep reinforcement learning JOURNAL OF MECHANICAL ENGINEERING (under review)
   (Paper) HTML ; (MO-D3QN) python code ; (IAS Dateset) *.zip

Working papers

None

Conference papers

None