We show in this article how the theory of “rough paths” allows us to construct solutions of differential equations (SDEs) driven by processes generated by divergence-form operators. For that, we use approximations of the trajectories of the stochastic process by piecewise smooth paths. A result of type Wong-Zakai follows immediately.
Mots-clés : rough paths, stochastic differential equations, stochastic process generated by divergence-form operators, Dirichlet process, approximation of trajectories
@article{PS_2006__10__356_0, author = {Lejay, Antoine}, title = {Stochastic differential equations driven by processes generated by divergence form operators {I} : a {Wong-Zakai} theorem}, journal = {ESAIM: Probability and Statistics}, pages = {356--379}, publisher = {EDP-Sciences}, volume = {10}, year = {2006}, doi = {10.1051/ps:2006015}, mrnumber = {2247926}, language = {en}, url = {http://www.numdam.org/articles/10.1051/ps:2006015/} }
TY - JOUR AU - Lejay, Antoine TI - Stochastic differential equations driven by processes generated by divergence form operators I : a Wong-Zakai theorem JO - ESAIM: Probability and Statistics PY - 2006 SP - 356 EP - 379 VL - 10 PB - EDP-Sciences UR - http://www.numdam.org/articles/10.1051/ps:2006015/ DO - 10.1051/ps:2006015 LA - en ID - PS_2006__10__356_0 ER -
%0 Journal Article %A Lejay, Antoine %T Stochastic differential equations driven by processes generated by divergence form operators I : a Wong-Zakai theorem %J ESAIM: Probability and Statistics %D 2006 %P 356-379 %V 10 %I EDP-Sciences %U http://www.numdam.org/articles/10.1051/ps:2006015/ %R 10.1051/ps:2006015 %G en %F PS_2006__10__356_0
Lejay, Antoine. Stochastic differential equations driven by processes generated by divergence form operators I : a Wong-Zakai theorem. ESAIM: Probability and Statistics, Tome 10 (2006), pp. 356-379. doi : 10.1051/ps:2006015. http://www.numdam.org/articles/10.1051/ps:2006015/
[1] Non-negative solutions of linear parabolic equation. Ann. Scuola Norm. Sup. Pisa 22 (1968) 607-693. | Numdam | Zbl
,[2] Extending the Wong-Zakai theorem to reversible Markov processes. J. Eur. Math. Soc. 4 (2002) 237-269. | Zbl
, and ,[3] Integration of paths, geometric invariants and a generalized Baker-Hausdorff formula. Ann. of Math. 65 (1957) 163-178. | Zbl
,[4] Semi-martingales and rough paths theory. Electron. J. Probab. 10 (2005) 761-785. | Zbl
and ,[5] Stochastic analysis, rough path analysis and fractional Brownian motions. Probab. Theory Related Fields 122 (2002) 108-140. | Zbl
and ,[6] On the convergence of Dirichlet processes. Bernoulli 5 (1999) 615-639. | Zbl
and ,[7] Zbl
, and martin, Formule d'Itô pour des diffusions uniformément elliptiques et processus de Dirichlet. Potential Anal. 21 (2004) 7-3. |[8] Calcul d'Itô sans probabilités, in Séminaire de Probabilités, XV. Lect. Notes Math. 850 (1981) 143-150. Springer, Berlin. | Numdam | Zbl
,[9] Dirichlet processes, in Stochastic integrals (Proc. Sympos., Univ. Durham, Durham, 1980). Lect. Notes Math. 851 (1981) 476-478. Springer, Berlin. | Zbl
,[10] Dirichlet Forms and Symmetric Markov Process. De Gruyter (1994). | MR | Zbl
, and ,[11] Generalized integration and stochastic ODEs. Ann. Probab. 30 (2002) 270-292. | Zbl
and ,[12] A note on the notion of geometric rough paths. To appear in Probab. Theory Related Fields (2006). | MR | Zbl
and ,[13] Stochastic area for Brownian motion on the Sierpinski gasket. Ann. Probab. 26 (1998) 132-148. | Zbl
and ,[14] Stochastic Differential Equations and Diffusion Processes1989). | MR | Zbl
and ,[15] Stochastic flows and stochastic differential equations. Cambridge University Press (1990). | MR | Zbl
,[16] Méthodes probabilistes pour l'homogénéisation des opérateurs sous forme-divergence : cas linéaires et semi-linéaires. Ph.D. thesis, Université de Provence, Marseille, France (2000). www.iecn.u-nancy.fr/lejay/.
,[17] An introduction to rough paths, in Séminaire de probabilités, XXXVII. Lect. Notes Math. 1832 (2003) 1-59, Springer, Berlin. | Zbl
,[18] A Probabilistic Representation of the Solution of some Quasi-Linear PDE with a Divergence-Form Operator. Application to Existence of Weak Solutions of FBSDE. Stochastic Process. Appl. 110 (2004) 145-176. | Zbl
,[19] Stochastic Differential Equations driven by processes generated by divergence form operators II: Convergence results. Institut Élie Cartan de Nancy (preprint), 2003.
,[20] On the Importance of the Lévy Area for Systems Controlled by Converging Stochastic Processes. Application to Homogenization, in New Trend in Potential Theory, D. Bakry, L. Beznea, Gh. Bucur and M. Röckner Eds., The Theta Foundation (2006).
and ,[21] Lévy area of Wiener processes in Banach spaces. Ann. Probab. 30 (2002) 546-578. | Zbl
, and ,[22] System Control and Rough Paths. Oxford Mathematical Monographs. Oxford University Press (2002). | MR | Zbl
and ,[23] The limits of stochastic integrals of differential forms. Ann. Probab. 27 (1999) 1-49. | Zbl
and ,[24] Differential equations driven by rough signals. Rev. Mat. Iberoamericana 14 (1998) 215-310. | Zbl
,[25] On -rough paths. J. Differential Equations 225 (2006) 103-133. | Zbl
and ,[26] Introduction to the Theory of (Non-Symmetric) Dirichlet Forms. Universitext. Springer-Verlag (1991). | Zbl
and ,[27] Stochastic differential equations and models of random processes. In Proceedings of the Sixth Berkeley Symposium on Mathematical Statistics and Probability (Univ. California, Berkeley, Calif., 1970/1971), Vol. III: Probability theory, pp. 263-294. Univ. California Press (1972). | Zbl
.[28] Stochastic Representation of Diffusions Corresponding to Divergence Form Operators. Stochastic Process. Appl. 63 (1996) 11-33. | Zbl
,[29] On Dirichlet processes associated with second order divergence form operators. Potential Anal. 14 (2001) 123-148. | Zbl
,[30] Extended Convergence of Dirichlet Processes. Stochastics Stochastics Rep. 65 (1998) 79-109. | Zbl
and ,[31] Continuous Martingales and Brownian Motion. Springer-Verlag (1990). | Zbl
and ,[32] A pathwise view of solutions of stochastic differential equations. Ph.D. thesis, University of Edinburgh (1993).
,[33] Diffusion Semigroups Corresponding to Uniformly Elliptic Divergence Form Operator, in Séminaire de Probabilités XXII. Lect. Notes Math. 1321 (1988) 316-347. Springer-Verlag. | Numdam | Zbl
,[34] Path-wise solutions of SDE's driven by Lévy processes. Rev. Mat. Iberoamericana 17 (2002) 295-330. arXiv:math.PR/0001018. | Zbl
,[35] On the convergence of ordinary integrals to stochastic integrals. Ann. Math. Statist. 36 (1965) 1560-1564. | Zbl
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