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Path Coupling and Aggregate Path Coupling - Yevgeniy Kovchegov,Peter T. Otto

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2018-05-17
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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 tran ... Visas aprašymas

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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.

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Autorius Yevgeniy Kovchegov, Peter T. Otto
Leidėjas Springer International Publishing
Išleidimo metai 2018
Viršelio tipas Minkšti viršeliai
EAN 9783319770185
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80,18 € 106,90 €