Stochastic Models, Information Theory, and Lie Groups, Volume 2: Analytic Methods and Modern Applications
The subjects of shastic processes, information theory, and Lie groups are usually treated separately from each other. This unique two-volume set presents these topics 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 shastic, geometric, and group-theoretic concepts in the modeling of physical phenomena.

Volume 2 builds on the fundamentals presented in Volume 1, delving deeper into relationships among shastic geometry, geometric aspects of the theory of communications and coding, multivariate statistical analysis, and error propagation on Lie groups. Extensive exercises, motivating examples, and real-world applications make the work suitable as a textbook for use in courses that emphasize applied shastic processes or differential geometry.

Shastic 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.

1111332524
Stochastic Models, Information Theory, and Lie Groups, Volume 2: Analytic Methods and Modern Applications
The subjects of shastic processes, information theory, and Lie groups are usually treated separately from each other. This unique two-volume set presents these topics 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 shastic, geometric, and group-theoretic concepts in the modeling of physical phenomena.

Volume 2 builds on the fundamentals presented in Volume 1, delving deeper into relationships among shastic geometry, geometric aspects of the theory of communications and coding, multivariate statistical analysis, and error propagation on Lie groups. Extensive exercises, motivating examples, and real-world applications make the work suitable as a textbook for use in courses that emphasize applied shastic processes or differential geometry.

Shastic 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.

109.99 In Stock
Stochastic Models, Information Theory, and Lie Groups, Volume 2: Analytic Methods and Modern Applications

Stochastic Models, Information Theory, and Lie Groups, Volume 2: Analytic Methods and Modern Applications

by Gregory S. Chirikjian
Stochastic Models, Information Theory, and Lie Groups, Volume 2: Analytic Methods and Modern Applications

Stochastic Models, Information Theory, and Lie Groups, Volume 2: Analytic Methods and Modern Applications

by Gregory S. Chirikjian

Overview

The subjects of shastic processes, information theory, and Lie groups are usually treated separately from each other. This unique two-volume set presents these topics 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 shastic, geometric, and group-theoretic concepts in the modeling of physical phenomena.

Volume 2 builds on the fundamentals presented in Volume 1, delving deeper into relationships among shastic geometry, geometric aspects of the theory of communications and coding, multivariate statistical analysis, and error propagation on Lie groups. Extensive exercises, motivating examples, and real-world applications make the work suitable as a textbook for use in courses that emphasize applied shastic processes or differential geometry.

Shastic 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.

Product Details

ISBN-13: 9780817649432
Publisher: Birkhäuser Boston
Publication date: 11/15/2011
Series: Applied and Numerical Harmonic Analysis
Edition description: 1st Edition.
Pages: 435
Product dimensions: 7.01(w) x 10.00(h) x 0.04(d)

Table of Contents

Lie Groups I: Introduction and Examples.- Lie Groups II: Differential Geometric Properties.- Lie Groups III: Integration, Convolution, and Fourier Analysis.- Variational Calculus on Lie Groups.- Statistical Mechanics and Ergodic Theory.- Parts Entropy and the Principal Kinematic Formula.- Estimation and Multivariate Analysis in Rsubn.- Information, Communication, and Group Therapy.- Algebraic and Geometric Coding Theory.- Information Theory on Lie Groups.- Shastic Processes on Lie Groups.- Locomotion and Perception as Communication over Principal Fiber Bundles; and A Survey of Additional Applications.
From the B&N Reads Blog
Page 1 of

Related Subjects

Science & Technology
Mathematics
Mathematics - Applied
Science & Technology
Mathematics
Mathematics - Applied

Customer Reviews