G-expectations in infinite dimensional spaces and related PDEs
In this thesis, we extend the G-expectation theory to infinite dimensions. Such notions as a covariation set of G-normal distributed random variables, viscosity solution, a stochastic integral drive by G-Brownian motion are introduced and described in the given infinite dimensional case. We also give a probabilistic representation of the unique viscosity solution to the fully nonlinear parabolic PDE with unbounded first order term in Hilbert space in terms of G-expectation theory.
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pdf
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599 KB
Author:
Ibragimov, Anton
Supervisors:
Marco Fuhrman
Institution:
Universit? degli Studi di Milano-Bicocca
Keywords:
Hilbert space, G-expectation, upper expectation, G-Brownian motion, G-stochastic integral, B-continuity, viscosity solution, It?'s isometry inequality, BDG inequality, fully nonlinear PDE, Ornstein-Uhlenbeck process.
