Academic Publications

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;

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
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
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

JOURNAL OF MECHANICAL ENGINEERING(chinese) (Paper) HTML ; (MO-D3QN) python code ; (IAS Dateset) .zip

Ming Huang, Sihan Huang, Bing Ruan, Wei Dong, Jianpeng Chen, Baicun Wang, Baigang Du, Guoxin Wang, Yan Yan, Lihui Wang. A normalized Tchebycheff aggregation based multi-objective deep reinforcement learning for dynamic flexible island assembly system scheduling.
(Paper) HTML ; (NT-D3QN) python code ; (DFIASSP-Dataset) .zip ; (DFIASSP-Case) .zip; (AMPL) *.mod

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