Symmetric Markov Processes, Time Change, and Boundary Theory (LMS-35)

Symmetric Markov Processes, Time Change, and Boundary Theory (LMS-35)
Author :
Publisher : Princeton University Press
Total Pages : 496
Release :
ISBN-10 : 9780691136059
ISBN-13 : 069113605X
Rating : 4/5 (05X Downloads)

Book Synopsis Symmetric Markov Processes, Time Change, and Boundary Theory (LMS-35) by : Zhen-Qing Chen

Download or read book Symmetric Markov Processes, Time Change, and Boundary Theory (LMS-35) written by Zhen-Qing Chen and published by Princeton University Press. This book was released on 2012 with total page 496 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book gives a comprehensive and self-contained introduction to the theory of symmetric Markov processes and symmetric quasi-regular Dirichlet forms. In a detailed and accessible manner, Zhen-Qing Chen and Masatoshi Fukushima cover the essential elements and applications of the theory of symmetric Markov processes, including recurrence/transience criteria, probabilistic potential theory, additive functional theory, and time change theory. The authors develop the theory in a general framework of symmetric quasi-regular Dirichlet forms in a unified manner with that of regular Dirichlet forms, emphasizing the role of extended Dirichlet spaces and the rich interplay between the probabilistic and analytic aspects of the theory. Chen and Fukushima then address the latest advances in the theory, presented here for the first time in any book. Topics include the characterization of time-changed Markov processes in terms of Douglas integrals and a systematic account of reflected Dirichlet spaces, and the important roles such advances play in the boundary theory of symmetric Markov processes. This volume is an ideal resource for researchers and practitioners, and can also serve as a textbook for advanced graduate students. It includes examples, appendixes, and exercises with solutions.


Symmetric Markov Processes, Time Change, and Boundary Theory (LMS-35) Related Books

Symmetric Markov Processes, Time Change, and Boundary Theory (LMS-35)
Language: en
Pages: 496
Authors: Zhen-Qing Chen
Categories: Mathematics
Type: BOOK - Published: 2012 - Publisher: Princeton University Press

DOWNLOAD EBOOK

This book gives a comprehensive and self-contained introduction to the theory of symmetric Markov processes and symmetric quasi-regular Dirichlet forms. In a de
Probability on Graphs
Language: en
Pages: 279
Authors: Geoffrey Grimmett
Categories: Mathematics
Type: BOOK - Published: 2018-01-25 - Publisher: Cambridge University Press

DOWNLOAD EBOOK

This introduction to some of the principal models in the theory of disordered systems leads the reader through the basics, to the very edge of contemporary rese
Partially Observed Markov Decision Processes
Language: en
Pages: 491
Authors: Vikram Krishnamurthy
Categories: Mathematics
Type: BOOK - Published: 2016-03-21 - Publisher: Cambridge University Press

DOWNLOAD EBOOK

This book covers formulation, algorithms, and structural results of partially observed Markov decision processes, whilst linking theory to real-world applicatio
Theory of Markov Processes
Language: en
Pages: 226
Authors: E. B. Dynkin
Categories: Mathematics
Type: BOOK - Published: 2012-01-27 - Publisher: Courier Corporation

DOWNLOAD EBOOK

DIVAn investigation of the logical foundations of the theory behind Markov random processes, this text explores subprocesses, transition functions, and conditio
Reinforcement Learning, second edition
Language: en
Pages: 549
Authors: Richard S. Sutton
Categories: Computers
Type: BOOK - Published: 2018-11-13 - Publisher: MIT Press

DOWNLOAD EBOOK

The significantly expanded and updated new edition of a widely used text on reinforcement learning, one of the most active research areas in artificial intellig