Modelling and simulating non-stationary arrival processes to facilitate analysis

Barry L. Nelson · Ira Gerhardt

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Advanced Queuing Theory Analysis Simulation Techniques and Applications Simulation and Modeling Applications

Abstract

This paper introduces a method to model and simulate non-stationary, non-renewal arrival processes that depends only on the analyst setting intuitive and easily controllable parameters. Thus, it is suitable for assessing the impact of non-stationary, non-exponential, and non-independent arrivals on simulated performance when they are suspected. A specific implementation of the method is also described and provided for download.

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1983Simulation Modeling and Analysis.1989Handbooks in operations research and management science 2014Introduction to Stochastic Processes 2002Stochastic-process limits : an introduction to stochastic-process limits and their application to queues 1994Simulation Modeling and Analysis 2006Handbooks in Operations Research and Management Science 1975Science régionale - Walter Isard, Introduction to régional science. Englewood Cliffs (NJ), Prentice-Hall, 1975 1995Stochastic Models: An Algorithmic Approach

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