Fixed‐Point Approaches to Computing Bertrand‐Nash Equilibrium Prices Under Mixed‐Logit Demand

Fixed‐Point Approaches to Computing Bertrand‐Nash Equilibrium Prices Under Mixed‐Logit Demand

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Article ID: iaor20115733
Volume: 59
Issue: 2
Start Page Number: 328
End Page Number: 345
Publication Date: Mar 2011
Journal: Operations Research
Authors: ,
Keywords: demand
Abstract:

This article describes numerical methods that exploit fixed‐point equations equivalent to the first‐order condition for Bertrand‐Nash equilibrium prices in a class of differentiated product market models based on the mixed‐logit model of demand. One fixed‐point equation is already prevalent in the literature, and one is novel. Equilibrium prices are computed for the calendar year 2005 new‐vehicle market under two mixed‐logit models using (i) a state‐of‐the‐art variant of Newton's method applied to the first‐order conditions as well as the two fixed‐point equations and (ii) a fixed‐point iteration generated by our novel fixed‐point equation. A comparison of the performance of these methods for a simple model with multiple equilibria is also provided. The analysis and trials illustrate the importance of using fixed‐point forms of the first‐order conditions for efficient and reliable computations of equilibrium prices.

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