Metastability and small eigenvalues in Markov chains

Citation
A. Bovier et al., Metastability and small eigenvalues in Markov chains, J PHYS A, 33(46), 2000, pp. L447-L451
Citations number
16
Categorie Soggetti
Physics
Journal title
JOURNAL OF PHYSICS A-MATHEMATICAL AND GENERAL
ISSN journal
03054470 → ACNP
Volume
33
Issue
46
Year of publication
2000
Pages
L447 - L451
Database
ISI
SICI code
0305-4470(20001124)33:46<L447:MASEIM>2.0.ZU;2-Q
Abstract
In this Letter we announce rigorous results that elucidate the relation bet ween metastable states and low-lying eigenvalues in Markov chains in a much more general setting and with considerably greater precision than has so f ar been available. This includes a sharp uncertainty principle relating all low-lying eigenvalues to mean times of metastable transitions, a relation between the support of eigenfunctions and the attractor of a metastable sta te and sharp estimates of the convergence of the probability distribution o f the metastable transition times to the exponential distribution.