Operations Research Transactions ›› 2026, Vol. 30 ›› Issue (1): 24-40.doi: 10.15960/j.cnki.issn.1007-6093.2026.01.002

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Profit allocation model of service-oriented manufacturing hybrid supply chain under uncertain demand

YU Xiaohui1,2,†, ZHOU Weiqing3, WU You1   

  1. 1. School of Logistics, Beijing Wuzi University, Beijing 101149, China;
    2. Institute for Carbon Peak and Neutrality, Beijing Wuzi University, Beijing 101149, China;
    3. Electric Power Science Research Institute, State Grid Jibei Electric Power Company, Beijing 100045, China
  • Received:2023-06-07 Published:2026-03-16

Abstract: New models such as product and service bundling bring more uncertainty to the customer demand of service-oriented manufacturing, while the service-oriented manufacturing hybrid supply chain is a coalition structure cooperation game with uncertain payoff. In order to solve this uncertain coalition structure cooperative game, a new profit distribution mechanism is proposed based on the internal distribution proportion. It allows each supply chain of the hybrid supply chain to distribute the total profit according to the coalition contribution, while within a single supply chain, the coalition profit is dynamically allocated according to a certain distribution coefficient. This solution reflects the uncertainty of demand in the service-oriented manufacturing hybrid supply chain during the establishment period, and accurately describes the impact of market demand fluctuation on cooperation profit. At the same time, it decreases the impact of incomplete information of coalition profit on the division of total profit.

Key words: uncertain, coalition structure, cooperative game, service-oriented manufacturing

CLC Number: