A Data-Driven Newsvendor Problem with Shifting Demand: A Deep Autoregressive Model with Attention Mechanism

被引:0
|
作者
Li, Xin [1 ]
Hu, Yongshi [1 ]
Su, Xiaoli [2 ]
Shao, Bo [3 ]
机构
[1] School of Transportation, Fujian University of Technology, Fuzhou,350118, China
[2] School of Economics and Management, Fuzhou University, Fuzhou,350108, China
[3] Department of Industrial & Systems Engineering, University of Wisconsin-Madison, Madison,WI,53706, United States
关键词
D O I
10.25103/jestr.163.10
中图分类号
学科分类号
摘要
引用
收藏
页码:74 / 83
相关论文
共 50 条
  • [1] A DATA-DRIVEN NEWSVENDOR MODEL WITH UNKNOWN DEMAND AND SUPPLY DISTRIBUTION
    Kou, Aiqing
    Cheng, Yan
    Guo, Lei
    Xia, Xiqiang
    [J]. JOURNAL OF INDUSTRIAL AND MANAGEMENT OPTIMIZATION, 2024,
  • [2] The data-driven newsvendor with censored demand observations
    Sachs, Anna-Lena
    Minner, Stefan
    [J]. INTERNATIONAL JOURNAL OF PRODUCTION ECONOMICS, 2014, 149 : 28 - 36
  • [3] Robust newsvendor problem with autoregressive demand
    Carrizosa, Emilio
    Olivares-Nadal, Alba V.
    Ramirez-Cobo, Pepa
    [J]. COMPUTERS & OPERATIONS RESEARCH, 2016, 68 : 123 - 133
  • [4] A data-driven newsvendor problem: From data to decision
    Huber, Jakob
    Mueller, Sebastian
    Fleischmann, Moritz
    Stuckenschmidt, Heiner
    [J]. EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2019, 278 (03) : 904 - 915
  • [5] Solving data-driven newsvendor problem with textual reviews through deep learning
    Chuan Zhang
    Yu-Xin Tian
    [J]. Soft Computing, 2024, 28 : 4967 - 4986
  • [6] Solving data-driven newsvendor problem with textual reviews through deep learning
    Zhang, Chuan
    Tian, Yu-Xin
    [J]. SOFT COMPUTING, 2024, 28 (06) : 4967 - 4986
  • [7] The Data-Driven Newsvendor Problem: New Bounds and Insights
    Levi, Retsef
    Perakis, Georgia
    Uichanco, Joline
    [J]. OPERATIONS RESEARCH, 2015, 63 (06) : 1294 - 1306
  • [8] An end-to-end deep learning model for solving data-driven newsvendor problem with accessibility to textual review data
    Tian, Yu-Xin
    Zhang, Chuan
    [J]. INTERNATIONAL JOURNAL OF PRODUCTION ECONOMICS, 2023, 265
  • [9] An integrated data-driven method using deep learning for a newsvendor problem with unobservable features
    Neghab, Davood Pirayesh
    Khayyati, Siamak
    Karaesmen, Fikri
    [J]. EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2022, 302 (02) : 482 - 496
  • [10] Data-Driven Inventory Control with Shifting Demand
    Chen, Boxiao
    [J]. PRODUCTION AND OPERATIONS MANAGEMENT, 2021, 30 (05) : 1365 - 1385