August 2017 Archive

August 7, 2017
Dynamic Pricing and Demand Learning with Limited Price Experimentation (OR)

In a dynamic pricing problem where the demand function is not known a priori, price experimentation can be used as a demand learning tool. This paper demonstrates a pricing policy under these constraints and describes an implementation of this pricing policy at Groupon. The field study shows significant impact on revenue and bookings.