Technical Note - A Monge Sequence-Based Approach to Characterize the Competitive Newsvendor Problem

Oper. Res. Pub Date : 2021-12-22 DOI:10.1287/opre.2021.2189
S. Bansal, M. Nagarajan
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Abstract

Replicating cash flows of multiple agents in game-theoretic settings tends to be a challenging task. In this paper, we consider the competitive newsvendor game where multiple newsvendors choose inventory levels before demand arrival and the unmet demand of each newsvendor spills over to multiple other newsvendors. We show that this spillover behavior and the resulting cash flows of each newsvendor can be replicated within a transportation problem after assigning artificial costs on spillover behavior. This replication provides an opportunity to study structural properties of the problem, as well as determine the equilibrium of the game. This paradigm of using artificial costs within an optimization framework to replicate agents’ cash flows can be used in many other games as well.
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技术说明-一种基于蒙格序列的方法来描述竞争性报贩问题
在博弈论环境下,复制多个主体的现金流往往是一项具有挑战性的任务。在本文中,我们考虑竞争的报贩博弈,其中多个报贩在需求到达之前选择库存水平,并且每个报贩的未满足需求溢出到多个其他报贩。我们证明,在为溢出行为分配人工成本后,这种溢出行为和每个报贩的现金流可以在运输问题中复制。这种复制为研究问题的结构属性以及确定游戏的平衡提供了机会。这种在优化框架内使用人工成本来复制代理的现金流的范例也适用于许多其他游戏。
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