Large Deviations and Metastability (e-bog) af Vares, Maria Eulalia
Vares, Maria Eulalia (forfatter)

Large Deviations and Metastability e-bog

2190,77 DKK (inkl. moms 2738,46 DKK)
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....
E-bog 2190,77 DKK
Forfattere Vares, Maria Eulalia (forfatter)
Udgivet 12 maj 2005
Genrer PBWL
Sprog English
Format pdf
Beskyttelse LCP
ISBN 9780511079122
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.