On the role of generalized semi-Markov processes in simulation output analysis

A generalized semi-Markov process (GSMP) is a stochastic process description of a large class of discrete-event simulations. GSMP's are defined, and some basic properties of GSMP's are described. It is argued that GSMP's provide a convenient frame-work in which to analyze many questions of interest to practitioners.