Improving enterprise performance using agent based modelling and simulation system driven price optimization

H. Beyari
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Abstract

The general observation is that price reduction by one firm in a duopoly situation will cause switch-over of price-sensitive customers from the other firm and this may lead to increased profits for the firm which reduces the price. A simulation study consisting of two electric car manufacturers with agent based modelling was done to verify this contention. The baseline was first defined. Simulations of 1000 times and agent-based modelling was done in which company 1 was assumed to reduce its price to the maximum of 20% leading to switch-over of a maximum of 40% of the customers of company 2, who were price-sensitive. The results of 1000 simulations and agent-based modelling showed that price reduction by company 1 increased its customers significantly, presumably due to switch-over from company 2 and there were significant increase in revenues from two of the sales avenues. This study has implications for companies looking to sway the price sensate customers from a competitor.
利用基于代理的建模和仿真系统驱动价格优化,提高企业绩效
一般的观察是,在双寡头垄断的情况下,一家公司的降价会导致对价格敏感的客户从另一家公司转移过来,这可能会导致降价公司的利润增加。以两家电动汽车制造商为研究对象,采用基于智能体的建模方法进行了仿真研究。首先定义了基线。在1000次的模拟和基于代理的建模中,假设公司1将其价格降低到最多20%,导致公司2最多40%的客户切换,这些客户对价格敏感。1000次模拟和基于代理的模型的结果表明,公司1的降价显著增加了客户,可能是由于公司2的切换,并且两个销售渠道的收入显著增加。这项研究对那些希望从竞争对手那里吸引对价格敏感的顾客的公司有启示意义。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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