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Generalized functionals of Brownian motion

机译:布朗运动的广义泛函

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In this paper we discuss some recent developments in the theory of generalized functionals of Brownian motion. First we give a brief summary of the Wiener-Ito multiple Integrals. We discuss some of their basic properties, and related functional analysis on Wiener measure space. then we discuss the generalized functionals constructed by Hida. The generalized functionals of Hida are based onL2-Sobolev spaces, thereby, admitting onlyHs,s∈Rvalued kernels in the multiple stochastic integrals. These functionals are much more general than the classical Wiener-Ito class. The more recent development, due to the author, introduces a much more broad class of generalized functionals which are based onLp-Sobolev spaces admitting kernels from the spaces??p,s,s∈R. This allows analysis of a very broad class of nonlinear functionals of Brownian motion, which can not be handled by either the Wiener-Ito class or the Hida class. Fors≤0, they represent generalized functionals on the Wiener measure space like Schwarz distributions on finite dimensional spaces. In this paper we also introduce some further generalizations, and construct a locally convex topological vector space of generalized functionals. We also present some discussion on the applications of these results.
机译:在本文中,我们讨论了布朗运动广义泛函理论的一些最新进展。首先,我们对Wiener-Ito多个积分进行简要概述。我们讨论了它们的一些基本属性,以及有关维纳度量空间的相关功能分析。然后我们讨论飞ida构造的广义泛函。 Hida的广义泛函基于L2-Sobolev空间,因此,在多个随机积分中仅允许Hs,s∈R值的核。这些功能比经典的Wiener-Ito类要通用得多。由于作者的缘故,最近的发展引入了更为广泛的一类通用函数,它们基于Lp-Sobolev空间,允许来自空间?? p,s,s∈R的内核。这样就可以分析布朗运动的非常广泛的非线性泛函,而维纳-伊托类别或飞ida类别都无法处理。 Fors≤0,它们表示维纳度量空间上的广义泛函,例如有限维空间上的Schwarz分布。在本文中,我们还介绍了一些进一步的概括,并构造了广义泛函的局部凸拓扑向量空间。我们还提出了关于这些结果的应用的一些讨论。

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