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Stackelberg Game-Theoretic Approach in Joint Pricing and Assortment Optimizing for Small-Scale Online Retailers: Seller-Buyer Supply Chain Case

机译:小型在线零售商联合定价和分类优化中的Stackelberg博弈论方法:卖方-买方供应链案例

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摘要

Assortment planning is one of the fundamental and complex decisions for online retailers. The complexity of this problem is increasing while considering demand and supply uncertainties in assortment planning (AP). However, this leads to more efficient results in today's uncertain markets. In this paper, the supplier and E-tailer interactions are modeled by the non-cooperative game theory model. As small-scale online retailers opposed to bricks and mortar usually have lower power in front of suppliers, we propose a Stackelberg or leader-follower game model. First, the supplier as a leader announces its decisions regarding selling price to the E-tailer. Consequently, the E-tailer reacts by determining the purchase quantity, selling price to the customers and assortment size. Various scenarios are presented and analyzed to show the effectiveness of the Stackelberg game model in simulating the interactions between small-scale online retailers and a powerful supplier.
机译:分类计划是在线零售商的基本决定和复杂决定之一。在分类计划(AP)中考虑需求和供应不确定性时,此问题的复杂性正在增加。但是,这导致在当今不确定的市场中获得更有效的结果。在本文中,通过非合作博弈模型对供应商和电子零售商的互动进行建模。由于反对实体店的小型在线零售商通常在供应商面前的权力较低,因此我们建议使用Stackelberg或领导者跟随者游戏模型。首先,作为领导者的供应商宣布其有关向电子零售商出售价格的决定。因此,电子零售商会通过确定购买数量,对客户的售价和商品分类大小做出反应。呈现并分析了各种场景,以显示Stackelberg游戏模型在模拟小型在线零售商与强大的供应商之间的交互时的有效性。

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