Stochastic analysis on manifolds (Q2778802)
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scientific article; zbMATH DE number 1722631
| Language | Label | Description | Also known as |
|---|---|---|---|
| English | Stochastic analysis on manifolds |
scientific article; zbMATH DE number 1722631 |
Statements
21 March 2002
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Brownian motion
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stochastic differential geometry
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horizontal lifts
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semimartingales
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radial processes
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heat kernels
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Laplacians
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Brownian bridge
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Atiyah-Singer index theorems
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path space
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logarithmic Sobolev inequality
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Stochastic analysis on manifolds (English)
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The purpose of this fine book is to explore connections between Brownian motion and analysis in the area of differential geometry, from a probabilist's point of view.NEWLINENEWLINENEWLINEThe background of differential geometry which is needed is progressively explained along the text, in a synthetic and comprehensive way.NEWLINENEWLINENEWLINEThe author has succeeded in developing in a clear way, together the base of Brownian motion theory on manifolds, and recent achievements of this theory.NEWLINENEWLINENEWLINEMoreover the overlap of this new excellent book with the previous books on stochastic analysis is not very significant, illustrating the richness of this active domain of research.NEWLINENEWLINENEWLINEStarting with Euclidean stochastic differential equations and basic stochastic differential geometry, the author deals then mainly with: horizontal lifts of semimartingales, radial processes, heat kernels, Laplacians, short time asymptotics, Brownian bridge, angular convergence, spectral gap, probabilistic proofs of the Gauss-Bonnet-Chern and Atiyah-Singer index theorems, and ends with a basic course on the analysis of the path space over a compact manifold, including integration by parts and logarithmic Sobolev inequality.
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