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Statistical Physics, Optimization, Inference, and Message-Passing Algorithms

Lecture Notes of the Les Houches School of Physics: Special Issue, October 2013

Jezik EngleskiEngleski
Knjiga Tvrdi uvez
Knjiga Statistical Physics, Optimization, Inference, and Message-Passing Algorithms Florent Krzakala
Libristo kod: 09353749
Nakladnici Oxford University Press, prosinac 2015
In the last decade, there have been an increasing convergence of interest and methods between theore... Cijeli opis
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In the last decade, there have been an increasing convergence of interest and methods between theoretical physics and fields as diverse as probability, machine learning, optimization and compressed sensing. In particular, many theoretical and applied works in statistical physics and computer science have relied on the use of message passing algorithms and their connection to statistical physics of spin glasses. The aim of this book, especially adapted to PhD students, post-docs, and young researchers, is to present the background necessary for entering this fast developing field.

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Informacije o knjizi

Puni naziv Statistical Physics, Optimization, Inference, and Message-Passing Algorithms
Autor Florent Krzakala
Jezik Engleski
Uvez Knjiga - Tvrdi uvez
Datum izdanja 2015
Broj stranica 320
EAN 9780198743736
ISBN 0198743734
Libristo kod 09353749
Nakladnici Oxford University Press
Težina 694
Dimenzije 178 x 256 x 21

Kategorija

Mathematics & Science > Physics > Statistical physics
Mathematics & Science > Physics > Mathematical physics
Computing & Information Technology > Computer science > Mathematical theory of computation
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