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Computational complexity of Markov chain Monte Carlo methods for finite Markov random fields |
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| Authors: | FRIGESSI, ARNOLDO MARTINELLI, FABIO STANDER, JULIAN |
| Affiliation: | Dipartimento di Matematica, Universit di Roma Tre, via Segre 2, 00146 Roma, Italy e-mail: frigessi{at}mat.uniroma3.it martin{at}mat.uniroma3.it Department of Mathematics and Statistics, University of Plymouth Drake Circus, Plymouth, PL4 8AA, U.K. e-mail: J.Stander{at}plymouth.ac.uk |
| Abstract: | |
| Keywords: | Gibbs sampler Metropolis algorithm NP-completeness Range of interaction Rate of convcrgence Spectral gap Stopping rule |
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