Buch, Englisch, Band 100, 528 Seiten, Format (B × H): 161 mm x 240 mm, Gewicht: 1051 g
Buch, Englisch, Band 100, 528 Seiten, Format (B × H): 161 mm x 240 mm, Gewicht: 1051 g
Reihe: Encyclopedia of Mathematics and its Applications
ISBN: 978-0-521-59163-8
Verlag: Cambridge University Press
The book provides a general introduction to the theory of large deviations and a wide overview of the metastable behaviour of stochastic dynamics. With only minimal prerequisites, the book covers all the main results and brings the reader to the most recent developments. Particular emphasis is given to the fundamental Freidlin-Wentzell results on small random perturbations of dynamical systems. Metastability is first described on physical grounds, following which more rigorous approaches to its description are developed. Many relevant examples are considered from the point of view of the so-called pathwise approach. The first part of the book develops the relevant tools including the theory of large deviations which are then used to provide a physically relevant dynamical description of metastability. Written to be accessible to graduate students, this book provides an excellent route into contemporary research.
Autoren/Hrsg.
Fachgebiete
Weitere Infos & Material
Preface; 1. Large deviations: basic results; 2. Small random perturbations of dynamical systems: basic estimates of Freidlin and Wentzell; 3. Large deviations and statistical mechanics; 4. Metastability I: general description, the Curie-Weiss model and contact processes; 5. Metastability II: the models of Freidlin and Wentzell; 6. Reversible Markov chains in the Freidlin-Wentzell regime; 7. Metastable behaviour for lattice spin models at low temperature; Bibliography; Index.
