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.

File Type: pdf
File Size: 599 KB
Publication Year: 2013
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.