
Performance evaluation of non Markovian stochastic discrete event systems - A new approach
Haddad, Serge; Mokdad, Lynda; Moreaux, Patrice (2005), Performance evaluation of non Markovian stochastic discrete event systems - A new approach, in Carré-Ménétrier, Véronique; Cao, Xi Ren; Zaytoon, Janan, Discrete Event Systems 2004. A Proceedings Volume from the 7th IFAC Workshop, Reims, France, 22-24 September 2004, Elsevier - IFAC Publications, p. 243-258
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Type
Communication / ConférenceDate
2005Conference title
WODES'04 7th Workshop on Discrete Event SystemsConference date
2004-09Conference city
ReimsConference country
FranceBook title
Discrete Event Systems 2004. A Proceedings Volume from the 7th IFAC Workshop, Reims, France, 22-24 September 2004Book author
Carré-Ménétrier, Véronique; Cao, Xi Ren; Zaytoon, JananPublisher
Elsevier - IFAC Publications
ISBN
978-0-08-044168-9
Number of pages
484Pages
243-258
Metadata
Show full item recordAbstract (EN)
In this work, we address the problem of transient and steady-state analysis of a stochastic discrete event system which includes non Markovian distributions with a finite support. Rather than computing an approximate distribution of the model (as done in the previous methods), we develop an exact analysis of an approximate model. The design of this method leads to a uniform handling for the computation of the transient and steady- state behaviour of the model. We have evaluated our method on a standard benchmark (the queuing model M/D/S/K). Our results demonstrate that: in most of the cases the solution of the approximate model converges quickly to the solution of the exact model, in the difficult cases (e.g. an heavy load on the queue) our method is more robust than the previous ones.Subjects / Keywords
Discrete event systems; Stochastic processes; Markovian processes; Periodic processes; UniformizationRelated items
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