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Performance evaluation of an emergency call center: Tropical polynomial systems applied to timed petri nets

  • Université Paris Est, ENPC LIGM, IMAGINE
  • Ecole polytechnique
  • Brigade de sapeurs-pompiers de Paris

Résultats de recherche: Le chapitre dans un livre, un rapport, une anthologie ou une collectionContribution à une conférenceRevue par des pairs

15 Citations (Scopus)

Résumé

We analyze a timed Petri net model of an emergency call center which processes calls with different levels of priority. The counter variables of the Petri net represent the cumulated number of events as a function of time. We show that these variables are determined by a piecewise linear dynamical system. We also prove that computing the stationary regimes of the associated fluid dynamics reduces to solving a polynomial system over a tropical (min-plus) semifield of germs. This leads to explicit formula expressing the throughput of the fluid system as a piecewise linear function of the resources, revealing the existence of different congestion phases. Numerical experiments show that the analysis of the fluid dynamics yields a good approximation of the real throughput.

langue originaleAnglais
titreFormal Modeling and Analysis of Timed Systems - 13th International Conference, FORMATS 2015, Proceedings
rédacteurs en chefSriram Sankaranarayanan, Enrico Vicario
EditeurSpringer Verlag
Pages10-26
Nombre de pages17
ISBN (imprimé)9783319229744
Les DOIs
étatPublié - 1 janv. 2015
Evénement13th International Conference on Formal Modeling and Analysis of Timed Systems, FORMATS 2015 - Madrid, Espagne
Durée: 2 sept. 20154 sept. 2015

Série de publications

NomLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume9268
ISSN (imprimé)0302-9743
ISSN (Electronique)1611-3349

Une conférence

Une conférence13th International Conference on Formal Modeling and Analysis of Timed Systems, FORMATS 2015
Pays/TerritoireEspagne
La villeMadrid
période2/09/154/09/15

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