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Markov Paths, Loops and Fields

Autor Yves Le Jan
en Limba Engleză Paperback – 6 iul 2011
The purpose of these notes is to explore some simple relations between Markovian path and loop measures, the Poissonian ensembles of loops they determine, their occupation fields, uniform spanning trees, determinants, and Gaussian Markov fields such as the fre field. These relations are first studied in complete generality for the finite discrete setting, then partly generalized to specific examples in infinite and continuous spaces.
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Specificații

ISBN-13: 9783642212154
ISBN-10: 3642212158
Pagini: 136
Ilustrații: VIII, 124 p. 9 illus.
Dimensiuni: 155 x 235 x 8 mm
Greutate: 0.22 kg
Ediția:2011
Editura: Springer
Locul publicării:Berlin, Heidelberg, Germany

Public țintă

Research

Cuprins

1 Symmetric Markov processes on finite spaces.- 2 Loop measures.- 3 Geodesic loops.- 4 Poisson process of loops.- 5 The Gaussian free field.- 6 Energy variation and representations.- 7 Decompositions.- 8 Loop erasure and spanning trees.- 9 Reflection positivity.- 10 The case of general symmetric Markov processes.

Textul de pe ultima copertă

The purpose of these notes is to explore some simple relations between Markovian path and loop measures, the Poissonian ensembles of loops they determine, their occupation fields, uniform spanning trees, determinants, and Gaussian Markov fields such as the free field. These relations are first studied in complete generality for the finite discrete setting, then partly generalized to specific examples in infinite and continuous spaces.

Caracteristici

St Flour Lecture notes+ additional material. A large part of the content is new. There is no really similar book. Includes supplementary material: sn.pub/extras