The Data-Driven Newsvendor Problem: New Bounds and Insights.

Retsef Levi Georgia Perakis Joline Uichanco

Published in: Oper. Res. (2015)

Keyphrases

data driven
upper bound
lower bound
worst case
lower and upper bounds
data mining
average case
error bounds
machine learning
upper and lower bounds
demand distributions
databases
vc dimension
learning theory
support vector
information systems
artificial intelligence
learning algorithm
genetic algorithm
neural network