Abstract
In this chapter, you will encounter a problem that is inherently two-stage. The first inherent stage is to decide on production levels for a number of substitutable products with correlated demands. This is followed by a second stage where demand is met, partly by giving customers what they want, partly by giving them acceptable substitutes. The chapter is based on [53].