• 论文 •    

订单延迟时基于明确/模糊联盟博弈的供应链运营优化

何龙飞,胡成琳+,赵道致   

  1. 天津大学 管理与经济学部,天津300072
  • 收稿日期:2013-03-25 修回日期:2013-03-25 出版日期:2013-03-25 发布日期:2013-03-25

Crisp and fuzzy coalitional games based optimization for joint operations with order backlogging

HE Long-fei, HU Cheng-lin+, ZHAO Dao-zhi   

  1. College of Management & Economics, Tianjin University, Tianjin 300072,China
  • Received:2013-03-25 Revised:2013-03-25 Online:2013-03-25 Published:2013-03-25

摘要: 为研究含有单制造商和多零售商的供应网络中基于订单延迟经济生产批量模型的订货库存联合优化问题,以明确联盟博弈和模糊联盟博弈分别研究该供应链在确定和模糊环境下的最优订货/库存策略。证明了有限信息共享时的订货成本博弈和深度信息共享时的存货(及缺货)成本博弈的联盟稳定性和解的存在性。解析和仿真分析表明,扩充Shapley值较比例法则在成本分摊上更为合理,当联合订货分散存货策略转变为集中存货策略时,仅有前者能实现成本分摊的Pareto改进。进而构建联合订货模糊联盟博弈,证明该模糊联盟的核非空,给出模糊Shapley值作为模糊博弈的合理成本分摊方案,并以数值算例演示和验证了解的有效性。最后给出未来的研究方向。

关键词: 供应链, 订单延迟, 明确联盟博弈, 模糊联盟博弈, 联合库存优化

Abstract: Crisp coalitional and fuzzy coalitional games to seek optimal ordering as well as stocking strategies were studied respectively in order to find a joint optimal policy in managing an economic production quantity with order backlogging based supply network made up of a single manufacturer and multiple retailers. An ordering cost game model under limited information sharing and the other inventory (also stock storage)cost model under more information sharing were both devised, and their stability of coalitions and existence of solutions were also proved. Consequently, analysis and simulation both suggested that, as cost allocation rules, Extended Shapley Value was more reasonable and feasible than Proportional Rule, and particularly, the former was the only one to achieve Pareto improvement when one switched from decentralized stocking strategy to centralized stocking policy under joint ordering strategy. Furthermore, a fuzzy coalitional game for joint ordering was constructed and the core non-emptiness was proved. Reasonable cost allocation scheme for this fuzzy game by Fuzzy Shapley Value was provided. Numerical experiment was conducted to demonstrate and verify the validation of the solution. In the end, future research trend was also pointed out.

Key words: supply chains, order backlogging, crisp coalitional game, fuzzy coalitional game, jointly managed inventory optimization

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