Path Coupling and Aggregate Path Coupling (SpringerBriefs in Probability and Mathematical Statistics) - Softcover

Book 7 of 12: SpringerBriefs in Probability and Mathematical Statistics

Kovchegov, Yevgeniy; Otto, Peter T.

 
9783319770185: Path Coupling and Aggregate Path Coupling (SpringerBriefs in Probability and Mathematical Statistics)
Softcover
ISBN 10: 3319770187 ISBN 13: 9783319770185
Publisher: Springer, 2018

Synopsis

This book describes and characterizes an extension to the classical path coupling method applied to statistical mechanical models, referred to as aggregate path coupling.  In conjunction with large deviations estimates, the aggregate path coupling method is used to prove rapid mixing of Glauber dynamics for a large class of statistical mechanical models, including models that exhibit discontinuous phase transitions which have traditionally been more difficult to analyze rigorously.  The book shows how the parameter regions for rapid mixing for several classes of statistical mechanical models are derived using the aggregate path coupling method.

"synopsis" may belong to another edition of this title.

Publisher
Springer
Publication date
2018
Language
English
ISBN 10 
3319770187
ISBN 13 
9783319770185
Binding
Paperback
Edition number
1
Number of pages
107

Other Popular Editions of the Same Title

9783319770208: Path Coupling and Aggregate Path Coupling

Featured Edition

ISBN 10:  3319770209 ISBN 13:  9783319770208
Publisher: Springer, 2018
Softcover