The subject of this thesis, piecewise deterministic Markov processes, an analytic approach, is on the border between analysis and probability theory. Such processes can either be viewed as random perturbations of deterministic dynamical systems in an impulsive fashion, or as a particular kind of stochastic process in continuous time in which parts of the sample trajectories are deterministic. Accordingly, questions concerning theses processes may be approached starting from either side. The approach we used is an analytic one flavoured by probability, as the title says. The topic we study in this thesis is the long--term behaviour of a system that results from a particular type of stochastic perturbation of a deterministic dynamical system....
Recent interest in a class of Markov chain Monte Carlo schemes based on continuous-time piecewise-de...
Recently, there have been conceptually new developments in Monte Carlo methods through the introduct...
Piecewise deterministic Markov processes (PDMPs) are a class of stochastic processes with applicatio...
The subject of this thesis, piecewise deterministic Markov processes, an analytic approach, is on th...
This book presents a concise introduction to piecewise deterministic Markov processes (PDMPs), with ...
International audienceIn this note, we present few examples of Piecewise Deterministic Markov Proces...
We present recent results on Piecewise Deterministic Markov Processes (PDMPs), involved in biologica...
We present recent results on Piecewise Deterministic Markov Processes (PDMPs), involved in biologica...
In many domains where mathematical modelling is applied, a deterministic description of the system a...
L'objet de cette thèse est d'étudier une certaine classe de processus de Markov, dits déterministes ...
Clermont-Ferrand, France, 29-31 August 2012We give a short overview of recent results on a specific ...
We give a short overview of recent results on a specific class of Markov process: the Piec...
Recent interest in a class of Markov chain Monte Carlo schemes based on continuous-time piecewise-de...
Recently, there have been conceptually new developments in Monte Carlo methods through the introduct...
Piecewise deterministic Markov processes (PDMPs) are a class of stochastic processes with applicatio...
The subject of this thesis, piecewise deterministic Markov processes, an analytic approach, is on th...
This book presents a concise introduction to piecewise deterministic Markov processes (PDMPs), with ...
International audienceIn this note, we present few examples of Piecewise Deterministic Markov Proces...
We present recent results on Piecewise Deterministic Markov Processes (PDMPs), involved in biologica...
We present recent results on Piecewise Deterministic Markov Processes (PDMPs), involved in biologica...
In many domains where mathematical modelling is applied, a deterministic description of the system a...
L'objet de cette thèse est d'étudier une certaine classe de processus de Markov, dits déterministes ...
Clermont-Ferrand, France, 29-31 August 2012We give a short overview of recent results on a specific ...
We give a short overview of recent results on a specific class of Markov process: the Piec...
Recent interest in a class of Markov chain Monte Carlo schemes based on continuous-time piecewise-de...
Recently, there have been conceptually new developments in Monte Carlo methods through the introduct...
Piecewise deterministic Markov processes (PDMPs) are a class of stochastic processes with applicatio...