We study the canonical quantity-based network revenue management (NRM) problem where the decision-maker must irrevocably accept or reject each arriving customer request with the goal of maximizing the total revenue given limited resources. The exact solution to the problem by dynamic programming...

To successfully implement an omnichannel fulfillment strategy, it is important to protect offline customers from stock-outs due to over-fulfillment of online customers. A natural question is when to fulfill online orders by using in-store inventory. In practice, retailers usually implement a...