Markov Paths, Loops and Fields

École d'Été de Probabilités de Saint-Flour XXXVIII – 2008

Specificaties
Paperback, 124 blz. | Engels
Springer Berlin Heidelberg | 2011e druk, 2011
ISBN13: 9783642212154
Rubricering
Springer Berlin Heidelberg 2011e druk, 2011 9783642212154
Onderdeel van serie Lecture Notes in Mathematics
Verwachte levertijd ongeveer 9 werkdagen

Samenvatting

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.

Specificaties

ISBN13:9783642212154
Taal:Engels
Bindwijze:paperback
Aantal pagina's:124
Uitgever:Springer Berlin Heidelberg
Druk:2011

Inhoudsopgave

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.

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        Markov Paths, Loops and Fields