Application of mixture of exponentials distributions for modeling queuing systems

Abstract

The article considers approximation of positive distribution functions by mixture of exponentials distributions. This approximation enables to model non-markovian queuing systems by Markov process with continuous time and countable set of states.

Keywords

• queuing system
• approximation of distribution functions
• continuous time Markov chains
• numerical-analytic modeling