Markov decision processes for integrating life cycle dynamics into fab-level decision making

Abstract

For a semiconductor manufacturing fabrication facility, we propose a finite-horizon transient Markov decision process (MDP) model that integrates product life cycle dynamics and that will provide decision support on such critical operational issues as when to add additional capacity and when to convert from one type of production to another.