Analysis of Wiener Functionals (Malliavin Calculus) and its Applications to Heat Kernels
An analysis of Wiener functionals is studied as a kind of Schwartz distribution theory on Wiener space. For this, we introduce, besides ordinary Lp-spaces of Wiener functionals, Sobolev-type spaces of (generalized) Wiener functionals. Any Schwartz distribution on Rdis pulled back to a generalized Wi...
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Veröffentlicht in: | The Annals of probability 1987-01, Vol.15 (1), p.1-39 |
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Format: | Artikel |
Sprache: | eng |
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Zusammenfassung: | An analysis of Wiener functionals is studied as a kind of Schwartz distribution theory on Wiener space. For this, we introduce, besides ordinary Lp-spaces of Wiener functionals, Sobolev-type spaces of (generalized) Wiener functionals. Any Schwartz distribution on Rdis pulled back to a generalized Wiener functional by a d-dimensional Wiener map which is smooth and nondegenerate in the sense of Malliavin. As applications, we construct a heat kernel (i.e., the fundamental solution of a heat equation) by a generalized expectation of the Dirac delta function pulled back by an Ito map, i.e., a Wiener map obtained by solving Ito's stochastic differential equations. Short-time asymptotics of heat kernels are studied through the asymptotics, in terms of Sobolev norms, of the generalized Wiener functional under the expectation. |
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ISSN: | 0091-1798 2168-894X |
DOI: | 10.1214/aop/1176992255 |