Random Walks, Random Fields, and Disordered Systems

Focusing on the mathematics that lies at the intersection of probability theory, statistical physics, combinatorics and computer science, this volume collects together lecture notes on recent developments in the area. The common ground of these subjects is perhaps best described by the three terms i...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autores principales: Bovier, Anton (Autor), Brydges, David (Autor), Coja-Oghlan, Amin (Autor), Ioffe, Dmitry (Autor), Lawler, Gregory F. (Autor)
Autor Corporativo: SpringerLink (Online service)
Otros Autores: Biskup, Marek (Editor ), Černý, Jiří (Editor ), Kotecký, Roman (Editor )
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Cham : Springer International Publishing : Imprint: Springer, 2015.
Edición:1st ed. 2015.
Colección:Lecture Notes in Mathematics, 2144
Temas:
Mathematical physics.
Condensed matter.
Computer science-Mathematics.
Mathematical statistics.
Discrete mathematics.
Probabilities.
Mathematical Physics.
Phase Transitions and Multiphase Systems.
Probability and Statistics in Computer Science.
Discrete Mathematics.
Probability Theory.
Acceso en línea:Texto Completo
Descripción
Sumario:Focusing on the mathematics that lies at the intersection of probability theory, statistical physics, combinatorics and computer science, this volume collects together lecture notes on recent developments in the area. The common ground of these subjects is perhaps best described by the three terms in the title: Random Walks, Random Fields and Disordered Systems. The specific topics covered include a study of Branching Brownian Motion from the perspective of disordered (spin-glass) systems, a detailed analysis of weakly self-avoiding random walks in four spatial dimensions via methods of field theory and the renormalization group, a study of phase transitions in disordered discrete structures using a rigorous version of the cavity method, a survey of recent work on interacting polymers in the ballisticity regime and, finally, a treatise on two-dimensional loop-soup models and their connection to conformally invariant systems and the Gaussian Free Field. The notes are aimed at early graduate students with a modest background in probability and mathematical physics, although they could also be enjoyed by seasoned researchers interested in learning about recent advances in the above fields.
Descripción Física:XIII, 239 p. 14 illus., 3 illus. in color. online resource.
ISBN:9783319193397
ISSN:1617-9692 ;

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