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Mathematical foundations of complex networked information systems : Politecnico di Torino, Verrès, Italy 2009 / P.R. Kumar, Martin J. Wainwright, Riccardo Zecchina ; Fabio Fagnani, Sophie M. Fosson, Chiara Ravazzi, editors.

By: Contributor(s): Material type: TextTextSeries: Lecture notes in mathematics (Springer-Verlag) ; 2141.Publisher: Cham : Springer, 2015Copyright date: ©2015Description: 1 online resource (vii, 135 pages) : illustrations (some color)Content type:
  • text
Media type:
  • computer
Carrier type:
  • online resource
ISBN:
  • 9783319169675
  • 331916967X
  • 3319169661
  • 9783319169668
Subject(s): Genre/Form: Additional physical formats: Print version:: Mathematical foundations of complex networked information systems.DDC classification:
  • 511/.5 23
LOC classification:
  • QA166 .M37 2015eb
Online resources:
Contents:
Some Introductory Notes on Random Graphs / Fabio Fagnani, Sophie M. Fosson, and Chiara Ravazzi -- Statistical Physics and Network Optimization Problems / Carlo Baldassi, Alfredo Braunstein, Abolfazl Ramezanpour, and Riccardo Zecchina -- Graphical Models and Message-Passing Algorithms: Some Introductory Lectures / Martin J. Wainwright -- Bridging the Gap Between Information Theory and Wireless Networking / P.R. Kumar.
Summary: 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.
Holdings
Item type Current library Collection Call number Status Date due Barcode Item holds
eBook eBook e-Library eBook LN Mathematic Available
Total holds: 0

Online resource; title from PDF title page (SpringerLink, viewed May 29, 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.

Includes bibliographical references and index.

Some Introductory Notes on Random Graphs / Fabio Fagnani, Sophie M. Fosson, and Chiara Ravazzi -- Statistical Physics and Network Optimization Problems / Carlo Baldassi, Alfredo Braunstein, Abolfazl Ramezanpour, and Riccardo Zecchina -- Graphical Models and Message-Passing Algorithms: Some Introductory Lectures / Martin J. Wainwright -- Bridging the Gap Between Information Theory and Wireless Networking / P.R. Kumar.

English.

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