Path Coupling and Aggregate Path Coupling

von Yevgeniy Kovchegov, Peter T. Otto

96 Seiten, Taschenbuch

Kurzbeschreibung des Verlags

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.

• Reihe: SpringerBriefs in Probability and Mathematical Statistics
• Themen: Mathematik und Naturwissenschaften Mathematik Wahrscheinlichkeitsrechnung und Statistik
• ISBN: 9783319770185
• Sprache: Englisch
• Erscheinungsdatum: 17.05.2018
• Größe: 23.5 x 15.5 cm
• Verlag: Springer International Publishing