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Rare-event simulation and Hamilton-Jacobi equations

Henrik Hult
(KTH, Stockholm)
Thiele Seminar
Thursday, 28 May, 2015, at 13:15-14:00, in Koll. D (1531-211)
Abstract:

In recent years the subsolution approach, suggested by P. Dupuis and H. Wang, has proven rather successful in designing efficient algorithms in rare-event simulation. The idea is to relate the performance of the algorithm to a Hamilton-Jacobi equation associated with the large deviations of the underlying stochastic system. Algorithms are then designed from appropriate subsolutions of the Hamilton-Jacobi equation. 

In this talk a duality relation between the Mane's potential and Mather's action functional is derived in the context of convex and state-dependent Hamiltonians. The duality relation is used to obtain new min-max representations of viscosity solutions of first order Hamilton-Jacobi equations.  These min-max representations naturally suggest classes of subsolutions that are good candidates for designing efficient rare-event simulation algorithms. I will show some applications to financial risk management and reliability of power systems. ​

Organised by: The T.N. Thiele Centre
Contact person: Søren Asmussen