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Markov Renewal and Piecewise Deterministic Processes Christiane Cocozza-Thivent

Markov Renewal and Piecewise Deterministic Processes By Christiane Cocozza-Thivent

Markov Renewal and Piecewise Deterministic Processes by Christiane Cocozza-Thivent


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Summary

This book is aimed at researchers, graduate students and engineers who would like to be initiated to Piecewise Deterministic Markov Processes (PDMPs). semi-Markov processes completed to become Markov processes. The last chapter is an opening on processes for which the deterministic flow of the PDMP is replaced with a Markov process.

Markov Renewal and Piecewise Deterministic Processes Summary

Markov Renewal and Piecewise Deterministic Processes by Christiane Cocozza-Thivent

This book is aimed at researchers, graduate students and engineers who would like to be initiated to Piecewise Deterministic Markov Processes (PDMPs). A PDMP models a deterministic mechanism modified by jumps that occur at random times. The fields of applications are numerous : insurance and risk, biology, communication networks, dependability, supply management, etc.

Indeed, the PDMPs studied so far are in fact deterministic functions of CSMPs (Completed Semi-Markov Processes), i.e. semi-Markov processes completed to become Markov processes. This remark leads to considerably broaden the definition of PDMPs and allows their properties to be deduced from those of CSMPs, which are easier to grasp. Stability is studied within a very general framework. In the other chapters, the results become more accurate as the assumptions become more precise. Generalized Chapman-Kolmogorov equations lead to numerical schemes. The last chapter is an opening on processes for which the deterministic flow of the PDMP is replaced with a Markov process.

Marked point processes play a key role throughout this book.

Markov Renewal and Piecewise Deterministic Processes Reviews

Reading the book is instructive and enjoyable. The author, with a rich experience in the field, proposes us new perspectives on the Markov processes and their applications. (Eugen Paltanea, zbMATH 1483.60001, 2022)

About Christiane Cocozza-Thivent

Christiane Cocozza-Thivent was trained in probability theory at Laboratoire de Probabilites of Universite Pierre et Marie Curie (Paris VI University). In 1983 she defended her State doctorate whose main subject was infinite particle systems.

In 1986 she became full professor at Universite de Technologie de Compiegne (France) where she supervised theses in image processing, speech recognition and reliability, in partnership with industrial companies. In 1991 she was appointed at Universite Paris-Est Marne-la-Vallee (now Gustave Eiffel University) where she initiated and was in charge of the applied mathematics cursus.

Her research interests include stochastic models in relation with industrial problems and especially with predictive reliability.

Table of Contents

Tools.- Markov renewal processes and related processes.- First steps with PDMP.- Hitting time distribution.- Intensity of some marked point pocesses.- Generalized Kolmogorov equations.- A martingale approach.- Stability.- Numerical methods.- Switching Processes.- Tools.- Interarrival distribution with several Dirac measures.- Algorithm convergence's proof.

Additional information

NPB9783030704490
9783030704490
3030704491
Markov Renewal and Piecewise Deterministic Processes by Christiane Cocozza-Thivent
New
Paperback
Springer Nature Switzerland AG
2022-06-10
252
N/A
Book picture is for illustrative purposes only, actual binding, cover or edition may vary.
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