基于目标利润概率优化的供应链协调

M. Jian, T. Liu, S. Hayrutdinov, H. Fu
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摘要

供应链管理决策研究主要基于期望效用理论,大多数研究都是在统计意义上求平均值。对于供应链决策个体而言,基于统计的最优盈利能力带来了特定市场在特定时期内的决策冲突。此外,中小型外包参与者面临意想不到的结果,这是SCs中断的主要原因。本研究提出一个契约协调模型,以最大化预先确定的利润目标(PT)的可能性。本文的目的是为了减少需求不确定性的影响与意外结果的高风险。构建了供应链参与者PT条件下的收益分享(RS)和回购契约模型,并讨论了供应链整体绩效。模拟分析了两种契约下供应链参与者的协调条件和决策偏好。从比较来看,在PT策略下,零售商更愿意采用RS合同而不是回购合同。但供应链上游供应商的合同选择决策取决于具体的合同参数。最后,数值计算结果表明,在给定PT条件下,两个SC参与者的合约选择决策。
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Supply chain coordination based on the probability optimization of target profit
Supply chain management decision-making study mainly based on the expected utility theory and most of the studies are obtaining the average values in the statistical sense. For Supply Chain (SC) decision-making individuals the statistical-based optimal profitability brings decision conflicts in the particular market within a specific period. Moreover, the small and medium outsourcing participants face unexpected outcomes which are the main cause of SCs disruption. This study proposes a contractual coordination model that maximizes the probability of a pre-determined Profit Target (PT). The purpose of this paper is to reduce the influence of demand uncertainty with the high risk of unexpected outcomes. We constructed the Revenue Sharing (RS) and buyback contract models within the SC participants’ PT conditions and then discussed the SC overall performance. We simulated and analyzed the coordination conditions and the decision-making preferences of SC participants under the two contracts. From the comparison, under the PT strategy, the retailer is more willing to adopt the RS contract rather than the buyback contract. But the SC upstream supplier's contract selection decision depends on the specific contract parameters. Finally, numerical results indicated the contract selection decisions with the given PT of both SC participants.
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