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Семинар отдела дискретной математики МИАН
5 апреля 2016 г. 16:00, г. Москва, МИАН, комн. 511 (ул. Губкина, 8)
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Asymptotic behaviour of exponential functionals
of Lévy processes with applications
to random processes in random environment
C. Smadi |
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Аннотация:
Motivated by applications to stochastic processes in random
environment, we study the asymptotic behaviour of the expectation of
functionals $F$ of exponential functionals of Lévy processes, where $F$ is
non increasing and with at least a polynomial decay at infinity. We find
five different regimes that depend on the shape of the Laplace exponent
of the Lévy process under consideration. Our proof relies on a
discretisation of the exponential functional and is closely related to
the behaviour of functionals of semi-direct products of random
variables. We apply this result to three questions associated to
stochastic processes in random environment. We first consider the
asymptotic behaviour of extinction and explosion for stable continuous
state branching processes in a Lévy random environment. Secondly, we
focus on the asymptotic behaviour of the mean of a population model with
competition in a Lévy random environment and finally, we study the tail
behaviour of the maximum of a diffusion process in a Lévy random
environment.
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