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Dynamics near a first-order phase transition with the Metropolis and Swendsen-Wang algorithms

Billoire, A. ; Lacaze, R. ; Morel, A. ; Gupta, Sourendu ; Irbäck, A. LU orcid and Petersson, B. (1991) In Nuclear Physics, Section B 358(1). p.231-248
Abstract

We have simulated the 10-state 2d Potts model with the Metropolis and Swendsen-Wang algorithms, in order to compare their performances near a first-order phase transition. We show that a simple Markov model relates the frequencies of the flips between coexisting phases and the auto-correlation times. It leads to a coherent description of the dynamics. The ratio of the algorithm efficiencies has little temperature dependence. A slight increase of the cluster algorithm efficiency with volume, as compared to the Metropolis method, is suggested.

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author
; ; ; ; and
publishing date
type
Contribution to journal
publication status
published
subject
in
Nuclear Physics, Section B
volume
358
issue
1
pages
18 pages
publisher
North-Holland
external identifiers
  • scopus:0001038885
ISSN
0550-3213
DOI
10.1016/0550-3213(91)90539-A
language
English
LU publication?
no
id
8a5b7de3-c38d-405f-b54f-97581f69952b
date added to LUP
2019-05-14 15:04:07
date last changed
2021-03-21 03:17:04
@article{8a5b7de3-c38d-405f-b54f-97581f69952b,
  abstract     = {{<p>We have simulated the 10-state 2d Potts model with the Metropolis and Swendsen-Wang algorithms, in order to compare their performances near a first-order phase transition. We show that a simple Markov model relates the frequencies of the flips between coexisting phases and the auto-correlation times. It leads to a coherent description of the dynamics. The ratio of the algorithm efficiencies has little temperature dependence. A slight increase of the cluster algorithm efficiency with volume, as compared to the Metropolis method, is suggested.</p>}},
  author       = {{Billoire, A. and Lacaze, R. and Morel, A. and Gupta, Sourendu and Irbäck, A. and Petersson, B.}},
  issn         = {{0550-3213}},
  language     = {{eng}},
  month        = {{07}},
  number       = {{1}},
  pages        = {{231--248}},
  publisher    = {{North-Holland}},
  series       = {{Nuclear Physics, Section B}},
  title        = {{Dynamics near a first-order phase transition with the Metropolis and Swendsen-Wang algorithms}},
  url          = {{http://dx.doi.org/10.1016/0550-3213(91)90539-A}},
  doi          = {{10.1016/0550-3213(91)90539-A}},
  volume       = {{358}},
  year         = {{1991}},
}