Autor: Gregory S. Chirikjian
ISBN-13: 9780817648022
Einband: Buch
Seiten: 380
Gewicht: 914 g
Format: 265x187x30 mm
Sprache: Englisch

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

Applied and Numerical Harmonic Analysis
Classical Results and Geometric Methods
 Buch
65,49 €*
InhaltsangabeANHA Series Preface.- Preface.- Introduction.- 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.- Appendix: Review of Linear Algebra, Vector Calculus, and Systems Theory.- Index.
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.
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.
Autor: Gregory S. Chirikjian
ISBN-13 :: 9780817648022
ISBN: 081764802X
Erscheinungsjahr: 01.09.2009
Verlag: Springer Basel AG
Gewicht: 914g
Seiten: 380
Sprache: Englisch
Sonstiges: Buch, 265x187x30 mm, 14 black & white illustrations, 1 black & white tables, 1 black & white halftones, 13 black & white line drawings

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