Applying deep learning to the newsvendor problem

Afshin Oroojlooyjadid, Lawrence V. Snyder, Martin Takác

Abstract: The newsvendor problem is one of the most basic and widely applied inventory models. If the probability distribution of the demand is known, the problem can be solved analytically. However, approxi...