Flexibility;
Capacity allocation;
Dynamic resource;
Game theory;
Online decision making;
Simulation;
PROCESS FLEXIBILITY;
LONG-CHAIN;
PERFORMANCE;
D O I:
10.1007/s00170-022-09061-y
中图分类号:
TP [自动化技术、计算机技术];
学科分类号:
0812 ;
摘要:
In many production applications, plants that produce multiple products with random demands share the required items among suppliers. The decision of how to allocate requests between suppliers to achieve the desired level of customer service is relevant to the efficiency of the production network. The literature highlighted how the long chain has the same level of performance as the full flexible network. This research proposes a decision model based on the game theory model to improve the performance of the production network. The model uses the Gale-Shapley algorithm with low computational complexity to share the demand among the suppliers. A simulation environment allows the evaluation of the proposed model in different conditions, and the model is compared to the dedicated, full flexibility, and long chain models. The numerical results show how the proposed model improves the efficiency of the production environment by keeping the number of connections with the supplier closer to the long chain model.
机构:
NYU, Stern Sch Business, Dept Informat Operat & Management Sci, New York, NY 10012 USANYU, Stern Sch Business, Dept Informat Operat & Management Sci, New York, NY 10012 USA
Asadpour, Arash
Wang, Xuan
论文数: 0引用数: 0
h-index: 0
机构:
Hong Kong Univ Sci & Technol, Dept Informat Syst Business Stat & Operat Managem, Kowloon, Clear Water Bay, Hong Kong, Peoples R ChinaNYU, Stern Sch Business, Dept Informat Operat & Management Sci, New York, NY 10012 USA
Wang, Xuan
Zhang, Jiawei
论文数: 0引用数: 0
h-index: 0
机构:
NYU, Stern Sch Business, Dept Informat Operat & Management Sci, New York, NY 10012 USANYU, Stern Sch Business, Dept Informat Operat & Management Sci, New York, NY 10012 USA
机构:
NYU, Stern Sch Business, Dept Informat Operat & Management Sci, New York, NY 10012 USANYU, Stern Sch Business, Dept Informat Operat & Management Sci, New York, NY 10012 USA
Chen, Xi
Ma, Tengyu
论文数: 0引用数: 0
h-index: 0
机构:
Facebook AI Res, Menlo Pk, CA 94025 USANYU, Stern Sch Business, Dept Informat Operat & Management Sci, New York, NY 10012 USA
Ma, Tengyu
Zhang, Jiawei
论文数: 0引用数: 0
h-index: 0
机构:
NYU, Dept Informat Operat & Management Sci, New York, NY 10012 USA
NYU Shanghai, Shanghai 200122, Peoples R ChinaNYU, Stern Sch Business, Dept Informat Operat & Management Sci, New York, NY 10012 USA
Zhang, Jiawei
Zhou, Yuan
论文数: 0引用数: 0
h-index: 0
机构:
Indiana Univ Bloomington, Comp Sci Dept, Bloomington, IN 47405 USA
Univ Illinois, Urbana, IL 61801 USANYU, Stern Sch Business, Dept Informat Operat & Management Sci, New York, NY 10012 USA
机构:
Columbia Univ, Ind Engn & Operat Res, New York, NY 10027 USAColumbia Univ, Ind Engn & Operat Res, New York, NY 10027 USA
Desir, Antoine
Goyal, Vineet
论文数: 0引用数: 0
h-index: 0
机构:
Columbia Univ, Ind Engn & Operat Res, New York, NY 10027 USAColumbia Univ, Ind Engn & Operat Res, New York, NY 10027 USA
Goyal, Vineet
Wei, Yehua
论文数: 0引用数: 0
h-index: 0
机构:
Duke Univ, Fuqua Sch Business, Durham, NC 27708 USAColumbia Univ, Ind Engn & Operat Res, New York, NY 10027 USA
Wei, Yehua
Zhang, Jiawei
论文数: 0引用数: 0
h-index: 0
机构:
NYU, Leonard N Stern Sch Business, New York, NY 10012 USA
New York Univ Shanghai, Shanghai 200122, Peoples R ChinaColumbia Univ, Ind Engn & Operat Res, New York, NY 10027 USA
机构:
NYU, Stern Sch Business, Dept Informat Operat & Management Sci, New York, NY 10012 USANYU, Stern Sch Business, Dept Informat Operat & Management Sci, New York, NY 10012 USA
Asadpour, Arash
Wang, Xuan
论文数: 0引用数: 0
h-index: 0
机构:
Hong Kong Univ Sci & Technol, Dept Informat Syst Business Stat & Operat Managem, Kowloon, Clear Water Bay, Hong Kong, Peoples R ChinaNYU, Stern Sch Business, Dept Informat Operat & Management Sci, New York, NY 10012 USA
Wang, Xuan
Zhang, Jiawei
论文数: 0引用数: 0
h-index: 0
机构:
NYU, Stern Sch Business, Dept Informat Operat & Management Sci, New York, NY 10012 USANYU, Stern Sch Business, Dept Informat Operat & Management Sci, New York, NY 10012 USA
机构:
NYU, Stern Sch Business, Dept Informat Operat & Management Sci, New York, NY 10012 USANYU, Stern Sch Business, Dept Informat Operat & Management Sci, New York, NY 10012 USA
Chen, Xi
Ma, Tengyu
论文数: 0引用数: 0
h-index: 0
机构:
Facebook AI Res, Menlo Pk, CA 94025 USANYU, Stern Sch Business, Dept Informat Operat & Management Sci, New York, NY 10012 USA
Ma, Tengyu
Zhang, Jiawei
论文数: 0引用数: 0
h-index: 0
机构:
NYU, Dept Informat Operat & Management Sci, New York, NY 10012 USA
NYU Shanghai, Shanghai 200122, Peoples R ChinaNYU, Stern Sch Business, Dept Informat Operat & Management Sci, New York, NY 10012 USA
Zhang, Jiawei
Zhou, Yuan
论文数: 0引用数: 0
h-index: 0
机构:
Indiana Univ Bloomington, Comp Sci Dept, Bloomington, IN 47405 USA
Univ Illinois, Urbana, IL 61801 USANYU, Stern Sch Business, Dept Informat Operat & Management Sci, New York, NY 10012 USA
机构:
Columbia Univ, Ind Engn & Operat Res, New York, NY 10027 USAColumbia Univ, Ind Engn & Operat Res, New York, NY 10027 USA
Desir, Antoine
Goyal, Vineet
论文数: 0引用数: 0
h-index: 0
机构:
Columbia Univ, Ind Engn & Operat Res, New York, NY 10027 USAColumbia Univ, Ind Engn & Operat Res, New York, NY 10027 USA
Goyal, Vineet
Wei, Yehua
论文数: 0引用数: 0
h-index: 0
机构:
Duke Univ, Fuqua Sch Business, Durham, NC 27708 USAColumbia Univ, Ind Engn & Operat Res, New York, NY 10027 USA
Wei, Yehua
Zhang, Jiawei
论文数: 0引用数: 0
h-index: 0
机构:
NYU, Leonard N Stern Sch Business, New York, NY 10012 USA
New York Univ Shanghai, Shanghai 200122, Peoples R ChinaColumbia Univ, Ind Engn & Operat Res, New York, NY 10027 USA