The Impact of the Malfunction of a Sector in Supply Chain on the Ordering Policy of Each Sector

被引:0
|
作者
Sato, Hiroshi [1 ]
Shirakawa, Tomohiro [1 ]
Kubo, Masao [1 ]
Namatame, Akira [1 ]
机构
[1] Natl Def Acad Japan, Dept Comp Sci, 1-10-20 Hashirimizu, Yokosuka, Kanagawa 2398686, Japan
来源
PROCEEDINGS OF THE 18TH ASIA PACIFIC SYMPOSIUM ON INTELLIGENT AND EVOLUTIONARY SYSTEMS, VOL 2 | 2015年
关键词
The Beer Game; Supply Chain Management; Genetic Algorithm;
D O I
10.1007/978-3-319-13356-0_49
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Maintaining an effective management of supply chain even in the disasters is becoming crucial issue for manufacturing industry, because the contemporary supply chain networks become global and complex and the behaviors of the network are hardly predictable. The Beer Game is a simple but very useful example of supply chain management. The game consists of four sectors: factory, distributor, wholesaler, and retailer and deliver the beer to the customers. Many business schools adopt it to learn the key point of supply chain. In this study, computer agents play the game instead of humans. Agents are evolved with a genetic algorithm. We examine how the agents handle the game especially when some part of supply chain exhibit malfunction. Through simulations, we confirmed that effective ordering strategies are different between sectors.
引用
收藏
页码:625 / 634
页数:10
相关论文
共 50 条
  • [1] Supply chain performance in the power distribution sector
    Kwateng, Kwame Owusu
    Kwakye, Agartha
    Tetteh, Francis Kamewor
    Opoku-Mensah, Shirley
    INTERNATIONAL JOURNAL OF ENERGY SECTOR MANAGEMENT, 2022, 16 (04) : 659 - 679
  • [2] FUZZY SUPPLY CHAIN MANAGEMENT MODEL FOR HEALTHCARE SECTOR
    Bhosale, Trupti
    Umap, Hemant
    INTERNATIONAL JOURNAL OF AGRICULTURAL AND STATISTICAL SCIENCES, 2020, 16 (02): : 825 - 829
  • [3] Sustainable Supply Chain Management in the Book Publishing sector
    Diaz-Madronero, Manuel
    Mula, Josefa
    Poler, Raul
    BRAZILIAN JOURNAL OF OPERATIONS & PRODUCTION MANAGEMENT, 2012, 9 (02): : 39 - 50
  • [4] Empirical investigation into impact of IT adoption on supply chain agility in fast food sector in Pakistan
    Qureshi, Farwa
    Ellahi, Abida
    Javed, Yasir
    Rehman, Mobashar
    Rehman, Hafiz Mudassir
    COGENT BUSINESS & MANAGEMENT, 2023, 10 (01):
  • [5] An ARIMA supply chain model with a generalized ordering policy
    Gilbert, Kenneth C.
    Chatpattananan, Vuttichai
    JOURNAL OF MODELLING IN MANAGEMENT, 2006, 1 (01) : 33 - 51
  • [6] A multi-period ordering policy in supply chain
    Wei, C. C.
    Chen, L. T.
    2007 IEEE INTERNATIONAL CONFERENCE ON INDUSTRIAL ENGINEERING AND ENGINEERING MANAGEMENT, VOLS 1-4, 2007, : 1649 - +
  • [7] Hurdles in implementing sustainable supply chain management: An analysis of Indian automobile sector
    Luthra, Sunil
    Luthra, Sunil
    Haleem, Abid
    OPERATIONS MANAGEMENT IN DIGITAL ECONOMY, 2015, 189 : 175 - 183
  • [8] Impact of sustainable supply chain management practices on competitive advantage and organizational performance in the manufacturing sector
    Shebeshe, Ephrem Negash
    Sharma, Dhiraj
    INTERNATIONAL JOURNAL OF PRODUCTIVITY AND PERFORMANCE MANAGEMENT, 2025, 74 (03) : 995 - 1025
  • [9] Sustainable supply chain management across the UK private sector
    Walker, Helen
    Jones, Neil
    SUPPLY CHAIN MANAGEMENT-AN INTERNATIONAL JOURNAL, 2012, 17 (01) : 15 - 28
  • [10] An investigation of supply chain performance measurement in the Indian automotive sector
    Saad, Mohammed
    Patel, Bhaskar
    BENCHMARKING-AN INTERNATIONAL JOURNAL, 2006, 13 (1-2) : 36 - 53