Книга Statistical Physics, Optimization, Inference, and Message-Passing Algorithms Florent Krzakala

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

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

Автор: Florent Krzakala
Език: Английски език
Корици: С твърди корици
Издател: Oxford University Press
Наличност: Външен склад
Изпращаме след 10-18 дни
95.18 186.17 лв
In the last decade, there have been an increasing convergence of interest and methods between theore...

Информация за книгата

Автор
Език
Английски език
Корици
Книга - С твърди корици
Издадена
2015
страници
320
EAN
9780198743736
ISBN
0198743734
Enbook ID
09353749
Издател
Теглоt
694
Размери
178 x 256 x 21

Пълно описание

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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