Weak approximation of second-order BSDEs

Citation
Possamaï, Dylan et Tan, Xiaolu, Weak approximation of second-order BSDEs, Annals of applied probability , 25(5), 2015, pp. 2535-2562
ISSN journal
10505164
Volume
25
Issue
5
Year of publication
2015
Pages
2535 - 2562
Database
ACNP
SICI code
Abstract
We study the weak approximation of the second-order backward SDEs (2BSDEs), when the continuous driving martingales are approximated by discrete time martingales. We establish a convergence result for a class of 2BSDEs, using both robustness properties of BSDEs, as proved in Briand, Delyon and Mémin [ Stochastic Process. Appl. 97 (2002) 229.253], and tightness of solutions to discrete time BSDEs. In particular, when the approximating martingales are given by some particular controlled Markov chains, we obtain several concrete numerical schemes for 2BSDEs, which we illustrate on specific examples.