9783319923239

Invariant Markov Processes under Lie Group Actions

Format: Hardcover

ISBN13: 9783319923239

Hardcover|9783319923239


Overview

The purpose of this monograph is to provide a theory of Markov processes that are invariant under the actions of Lie groups, focusing on ways to represent such processes in the spirit of the classical Lévy-Khinchin representation. It interweaves probability theory, topology, and global analysis on manifolds to present the most recent results in a developing area of stochastic analysis.  The author's discussion is structured with three different levels of generality:
-- A Markov process in a Lie group G that is invariant under the left (or right) translations
-- A Markov process xt in a manifold X that is invariant under the transitive action of a Lie group G on X
-- A Markov process xt invariant under the non-transitive action of a Lie group G
A large portion of the text is devoted to the representation of inhomogeneous Lévy processes in Lie groups and homogeneous spaces by a time dependent triple through a martingale property.  Preliminary definitions and results in both stochastics and Lie groups are provided in a series of appendices, making the book accessible to those who may be non-specialists in either of these areas.

Invariant Markov Processes Under Lie Group Actions will be of interest to researchers in stochastic analysis and probability theory, and will also appeal to experts in Lie groups, differential geometry, and related topics interested in applications of their own subjects.


ISBN-13

9783319923239

ISBN-10

3319923234

Weight

12.43 Pounds

Dimensions

6.14 x 0.88 x 9.21 In

List Price

$129.99

Edition

1st Edition

Format

Hardcover

Language

English

Pages

xiii, 363 pages

Publisher

Springer

Published On

2018-07-17



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