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A Stochastic Programming Duality Approach to Inventory Centralization Games

机译:库存集中博弈的随机规划对偶方法

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In this paper, we present a unified approach to study a class of cooperative games arising from inventory centralization. The optimization problems corresponding to the inventory games are formulated as stochastic programs. We observe that the strong duality of stochastic linear programming not only directly leads to a series of recent results concerning the nonemptiness of the core of such games, but also suggests a way to find an element in the core. The proposed approach is also applied to inventory games with concave ordering cost. In particular, we show that the newsvendor game with concave ordering cost has a nonempty core. Finally, we prove that it is NP-hard to determine whether a given allocation is in the core of the inventory games even in a very simple setting. [PUBLICATION ABSTRACT]
机译:在本文中,我们提出了一种统一的方法来研究由于库存集中而产生的一类合作博弈。与库存游戏相对应的优化问题被表述为随机程序。我们观察到,随机线性规划的强对偶性不仅直接导致有关此类游戏核心的非空性的一系列最新结果,而且还提出了一种在核心中寻找元素的方法。所提出的方法也适用于订购成本较低的库存游戏。尤其是,我们证明了具有降低的订购成本的新闻供应商游戏具有非空核心。最后,我们证明,即使在非常简单的环境中,要确定给定的分配是否在清单游戏的核心中也很难。 [出版物摘要]

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