We consider the problem of adjusting a machine that manufactures parts in batches or lots and experiences random offsets or shifts whenever a set-up operation takes place between lots. The existing procedures for adjusting set-up errors in a production process over a set of lots are based on the...

This study aims to resolve the difficult problem of manufacturers’ service outsourcing strategy decision-making, with services divided into two types: hygienic and motivational. We build a value creation model for the manufacturer, service contractor, and customer under different outsourcing...