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A forward - Backward stochastic algorithm for quasi-linear PDES

  • Laboratoire de Probabilités et Modèles Aléatoires
  • UFR De MathéMatiques

Research output: Contribution to journalArticlepeer-review

91 Citations (Scopus)

Abstract

We propose a time-space discretization scheme for quasi-linear parabolic PDEs. The algorithm relies on the theory of fully coupled forward - backward SDKs, which provides an efficient probabilistic representation of this type of equation. The derivated algorithm holds for strong solutions defined on any interval of arbitrary length. As a bypass product, we obtain a discretization procedure for the underlying FBSDE. In particular, our work provides an alternative to the method described in [Douglas, Ma and Protter (1996) Ann. Appl. Probab. 6 940-968] and weakens the regularity assumptions required in this reference.

Original languageEnglish
Pages (from-to)140-184
Number of pages45
JournalAnnals of Applied Probability
Volume16
Issue number1
DOIs
Publication statusPublished - 1 Feb 2006
Externally publishedYes

Keywords

  • Discretization scheme
  • FBSDEs
  • Quantization
  • Quasi-linear PDEs

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