Rui Zhang, Saied Samiedaluie, and Dan Zhang. 2022. Product-based Approximate Linear Programs for Network Revenue Management. Operations Research, 70(5):2837-2850. The approximate linear programming ...

Restaurants use linear programming for menu planning. ... management can determine the cost of preparing different menu items to decide how many of each menu item to prepare for optimal profit.

The linear programming approach to approximate dynamic programming has received considerable attention in the recent network revenue management (RM) literature. A major challenge of the approach lies ...