A weak version of path-dependent functional Itô calculus

Citation
Leão, Dorival et al., A weak version of path-dependent functional Itô calculus, Annals of probability (Online) , 46(6), 2018, pp. 3399-3441
ISSN journal
2168894X
Volume
46
Issue
6
Year of publication
2018
Pages
3399 - 3441
Database
ACNP
SICI code
Abstract
We introduce a variational theory for processes adapted to the multidimensional Brownian motion filtration that provides a differential structure allowing to describe infinitesimal evolution of Wiener functionals at very small scales. The main novel idea is to compute the .sensitivities. of processes, namely derivatives of martingale components and a weak notion of infinitesimal generator, via a finite-dimensional approximation procedure based on controlled inter-arrival times and approximating martingales. The theory comes with convergence results that allow to interpret a large class of Wiener functionals beyond semimartingales as limiting objects of differential forms which can be computed path wisely over finite-dimensional spaces. The theory reveals that solutions of BSDEs are minimizers of energy functionals w.r.t. Brownian motion driving noise.