LETTER TO THE EDITOR: Metastability and small eigenvalues in Markov chains
Abstract
In this Letter we announce rigorous results that elucidate the relation between metastable states and low-lying eigenvalues in Markov chains in a much more general setting and with considerably greater precision than has so far 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 state and sharp estimates of the convergence of the probability distribution of the metastable transition times to the exponential distribution.
- Publication:
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Journal of Physics A Mathematical General
- Pub Date:
- November 2000
- DOI:
- arXiv:
- arXiv:cond-mat/0007343
- Bibcode:
- 2000JPhA...33L.447B
- Keywords:
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- Condensed Matter - Disordered Systems and Neural Networks
- E-Print:
- 5pp, AMSTeX