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Mathematical Foundations of Complex Networked Information Systems: Politecnico di Torino, Verrès, Italy 2009 de P.R. Kumar

Mathematical Foundations of Complex Networked Information Systems: Politecnico di Torino, Verrès, Italy 2009: Lecture Notes in Mathematics, cartea 2141

Autor P.R. Kumar Editat de Fabio Fagnani Autor Martin J. Wainwright Editat de Sophie M. Fosson Autor Riccardo Zecchina Editat de Chiara Ravazzi
en Limba Engleză Paperback – 9 iun 2015
Introducing the reader to the mathematics beyond complex networked systems, these lecture notes investigate graph theory, graphical models, and methods from statistical physics. Complex networked systems play a fundamental role in our society, both in everyday life and in scientific research, with applications ranging from physics and biology to economics and finance.
The book is self-contained, and requires only an undergraduate mathematical background.
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Specificații

ISBN-13: 9783319169668
ISBN-10: 3319169661
Pagini: 135
Ilustrații: VII, 135 p. 34 illus., 24 illus. in color.
Dimensiuni: 155 x 235 x 12 mm
Greutate: 0.22 kg
Ediția:2015
Editura: Springer International Publishing
Colecția Springer
Seriile Lecture Notes in Mathematics, C.I.M.E. Foundation Subseries

Locul publicării:Cham, Switzerland

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Textul de pe ultima copertă

Introducing the reader to the mathematics beyond complex networked systems, these lecture notes investigate graph theory, graphical models, and methods from statistical physics. Complex networked systems play a fundamental role in our society, both in everyday life and in scientific research, with applications ranging from physics and biology to economics and finance.
The book is self-contained, and requires only an undergraduate mathematical background.

Caracteristici

Includes a tutorial overview on random graphs, with rigorous mathematical results Applies statistical physics methods to distributed algorithms Introduces the reader to graphical models and message-passing algorithms Presents the information theoretic aspects of wireless communication networks Includes supplementary material: sn.pub/extras