Close the Gaps: A Learning-while-Doing Algorithm for a Class of Single-Product Revenue Management Problems

Zizhuo Wang, Shiming Deng, Yinyu Ye

We consider a retailer selling a single product with limited on-hand inventory over a finite selling season. Customer demand arrives according to a Poisson process, the rate of whi…