预测定制商品的价格标签

Sandeep Dulluri, P. Shrinivas, N. Raghavan
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摘要

本文讨论了一个动态定价模型,该模型可以帮助汽车制造商根据不同的客户群体选择合适的价格。虽然存在寡头垄断的市场结构,但客户被“锁定”在特定的技术/公司中,这实际上使情况类似于垄断。存在相关的网络外部性和正反馈。垄断定价的核心思想在于利用各自的需求弹性来提取顾客剩余。我们提出了一种确定分段价格的瓦尔拉斯一般均衡方法。我们将优化模型得到的价格与瓦尔拉斯动力学得到的价格进行了比较。结果令人鼓舞,可以作为客户关系管理(CRM)的关键因素,从而有效地管理锁定。
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Predicting price-tag for customized goods
We discuss a dynamic pricing model which aids automobile manufacturer in choosing the right price for customer segment. Though there is oligopoly market structure, the customers get "locked" into a particular technology/company which virtually makes the situation akin to a monopoly. There are associated network externalities and positive feedback. The key idea in monopoly pricing lies in extracting the customer surplus by exploiting the respective elasticities of demand. We present a Walrasian general equilibrium approach to determine the segment price. We compare the prices obtained from optimization model with that from Walrasian dynamics. The results are encouraging and can serve as a critical factor in customer relationship management (CRM) and thereby effectively manage the lock-in.
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