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

The subjects of stochastic 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 excellen...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: Chirikjian, Gregory S. (Autor)
Autor Corporativo: SpringerLink (Online service)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Boston, MA : Birkhäuser Boston : Imprint: Birkhäuser, 2012.
Edición:1st ed. 2012.
Colección:Applied and Numerical Harmonic Analysis,
Temas:
Mathematics.
Engineering mathematics.
Engineering-Data processing.
Geometry, Differential.
Probabilities.
Topological groups.
Lie groups.
Mathematical physics.
Applications of Mathematics.
Mathematical and Computational Engineering Applications.
Differential Geometry.
Probability Theory.
Topological Groups and Lie Groups.
Mathematical Methods in Physics.
Acceso en línea:Texto Completo
Tabla de Contenidos:
  • 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 R^n
  • Information, Communication, and Group Therapy
  • Algebraic and Geometric Coding Theory
  • Information Theory on Lie Groups
  • Stochastic Processes on Lie Groups
  • Locomotion and Perception as Communication over Principal Fiber Bundles; and A Survey of Additional Applications.

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