MONTE-CARLO STUDY OF THE THETA-POINT FOR COLLAPSING TREES

Citation
N. Madras et Ejj. Vanrensburg, MONTE-CARLO STUDY OF THE THETA-POINT FOR COLLAPSING TREES, Journal of statistical physics, 86(1-2), 1997, pp. 1-36
Citations number
49
Categorie Soggetti
Mathematical Method, Physical Science","Physycs, Mathematical
ISSN journal
00224715
Volume
86
Issue
1-2
Year of publication
1997
Pages
1 - 36
Database
ISI
SICI code
0022-4715(1997)86:1-2<1:MSOTTF>2.0.ZU;2-K
Abstract
We investigate the collapse transition of lattice trees with nearest n eighbor attraction in two and three dimensions. Two methods are used: (1) A stochastic optimization process of the Robbins-Monro type, which is designed solely to locate the maximum value of the specific heat; and (2) umbrella sampling, which is designed to sample data over a wid e temperature range, as well as to combat the quasiergodicity of Metro polis algorithms in the collapsed phase. We find good evidence that th e transition is second order with a divergent specific heat, and that the divergence of the specific heat coincides with the metric collapse .