Stochastic Models, Information Theory, and Lie Groups, Volume 1

Classical Results and Geometric Methods

Gebonden Engels 2009 2009e druk 9780817648022
€ 108,99
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This unique two-volume set presents the subjects of stochastic processes, information theory, and Lie groups in a unified setting, thereby building bridges between fields that are rarely studied by the same people. Unlike the many excellent formal treatments available for each of these subjects individually, the emphasis in both of these volumes is on the use of stochastic, geometric, and group-theoretic concepts in the modeling of physical phenomena.

Stochastic Models, Information Theory, and Lie Groups will be of interest to advanced undergraduate and graduate students, researchers, and practitioners working in applied mathematics, the physical sciences, and engineering. Extensive exercises and motivating examples make the work suitable as a textbook for use in courses that emphasize applied stochastic processes or differential geometry.

Specificaties

ISBN13:9780817648022
Taal:Engels
Bindwijze:gebonden
Aantal pagina's:383
Druk:2009

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Inhoudsopgave

Gaussian Distributions and the Heat Equation.- Probability and Information Theory.- Stochastic Differential Equations.- Geometry of Curves and Surfaces.- Differential Forms.- Polytopes and Manifolds.- Stochastic Processes on Manifolds.- Summary.

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€ 108,99
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        Stochastic Models, Information Theory, and Lie Groups, Volume 1