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arxiv: 1810.10215 · v1 · pith:V3HMDSXDnew · submitted 2018-10-24 · 🧮 math.AP · math.NA· math.PR

Numerical methods for piecewise deterministic Markov processes with boundary

classification 🧮 math.AP math.NAmath.PR
keywords boundarymarkovnumericalpiecewiseprocessesdeterministicmethodresult
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In this paper is described the general aspect of a numerical method for piecewise determin-istic Markov processes with boundary. Under very natural hypotheses, a crucial result about uniqueness of solution of a generalized Kolmogorov equation with respect to a test function space is proved. Next we prove the existence and uniqueness of a positive solution to the finite volume scheme without result about convergence. Finally different models of transmission control protocol window-size processes are simulated to illustrate the efficiency of the numerical method for describing the evolution of the density of a piecewise deterministic Markov process with boundary. Obviously some technical aspects have been skipped for reader convenience but the full theory will be exposed in a forthcoming paper in collaboration with C.

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