Random fields as generalized white noise functionals (Q1332518)
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scientific article; zbMATH DE number 627451
| Language | Label | Description | Also known as |
|---|---|---|---|
| English | Random fields as generalized white noise functionals |
scientific article; zbMATH DE number 627451 |
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Random fields as generalized white noise functionals (English)
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14 May 1995
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Consider a generalized white noise functional, i.e., a vector field \(\{X(C),\;C \in \mathbb{C}\}\) with \(\mathbb{C} = \{C \mid C =\) simple, closed, convex manifold diffeomorphic to the sphere \(S^{d-1}\}\). It is assumed that \(X(C) \in S^* \supset L^ 2 \supset S\), where \(L^ 2 =\) Hilbert space of ordinary white noise functionals while \(S,S^*\) denote a test functional space and its dual, respectively. Let \(\mu_ C\) be a white noise measure on \(E(C)^* \supset L^ 2 (C,d \sigma) \supset E(C) =\) nuclear space induced by a Gaussian measure \(\mu\) on \(R^ d\) with the characteristic functional \(\exp (-{1 \over 2} \| \xi \|^ 2)\). The author's main objective is to describe a stochastic variational equation for generalized white noise functionals of the form \[ X(C) = \Phi \Bigl( \int_ CF \bigl( C,x(u),u \bigr) du \Bigr),\quad x \in E^* (\mu). \] For a class of quantum-mechanical, Schrödinger type, operators \(A\) (= polynomials of degree \(\leq 2\) in \(\partial_ t\), \(\partial^*_ t\), \(t \in R^ d)\) \(X(C)\) was found to be a solution to the variational equation \({\delta X (C) \over \delta C} (\rho) = AX(C)\), \(\rho \in C\), which is seen as an extension of an analogous classical result from the theory of diffusion processes \(\{X(t),\;t \geq 0\}\).
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convex manifold diffeomorphic to the sphere
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nuclear space induced by a Gaussian measure
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stochastic variational equation
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generalized white noise functionals
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diffusion processes
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