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Numerical method for optimal stopping of hybrid processes
Acte de colloque

Numerical method for optimal stopping of hybrid processes

Benoîte de Saporta, François Dufour et Karen Gonzalez
Preprints of the 3rd IFAC International Conference on Analysis and Design of Hybrid Systems, pp.114-119
3rd IFAC International Conference on Analysis and Design of Hybrid Systems
2009

Résumé

Mathematics Probability
We propose a numerical method to approximate the value function for the optimal stopping problem of a general class of hybrid processes, namely piecewise deterministic Markov processes (PDMP's). Our approach is based on quantization of the post jump location inter-arrival time Markov chain naturally embedded in the PDMP, and path-adapted time discretization grids. It allows us to derive bounds for the convergence rate of the algorithm and to provide a computable -optimal stopping time.

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