Markov renewal and piecewise deterministic processes / 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, b...

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Bibliographic Details
Main Author: Cocozza-Thivent, Christiane (Author)
Format: eBook
Language:English
Published: Cham : Springer, [2021]
Series:Probability theory and stochastic modelling ; v. 100.
Subjects:
Online Access:Click for online access

MARC

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100 1 |a Cocozza-Thivent, Christiane,  |e author. 
245 1 0 |a Markov renewal and piecewise deterministic processes /  |c Christiane Cocozza-Thivent. 
264 1 |a Cham :  |b Springer,  |c [2021] 
264 4 |c ©2021 
300 |a 1 online resource :  |b illustrations (some color) 
336 |a text  |b txt  |2 rdacontent 
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338 |a online resource  |b cr  |2 rdacarrier 
490 1 |a Probability theory and stochastic modelling,  |x 2199-3130 ;  |v volume 100 
504 |a Includes bibliographical references and index. 
520 |a 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. 
505 0 |a 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. 
588 0 |a Online resource; title from PDF title page (SpringerLink, viewed June 21, 2021). 
650 0 |a Markov processes. 
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776 0 8 |i Print version:  |a Cocozza-Thivent, Christiane.  |t Markov renewal and piecewise deterministic processes.  |d Cham : Springer, [2021]  |z 3030704467  |z 9783030704469  |w (OCoLC)1235416111 
830 0 |a Probability theory and stochastic modelling ;  |v v. 100.  |x 2199-3130 
856 4 0 |u https://holycross.idm.oclc.org/login?auth=cas&url=https://link.springer.com/10.1007/978-3-030-70447-6  |y Click for online access 
903 |a SPRING-MATH2021 
994 |a 92  |b HCD