Mathematical Foundations of Complex Networked Information Systems Politecnico di Torino, Verrès, Italy 2009

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 a...

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Bibliographic Details
Main Authors: Kumar, P.R., Wainwright, Martin J. (Author), Zecchina, Riccardo (Author)
Other Authors: Fagnani, Fabio (Editor)
Format: eBook
Language:English
Published: Cham Springer International Publishing 2015, 2015
Edition:1st ed. 2015
Series:C.I.M.E. Foundation Subseries
Subjects:
Online Access:
Collection: Springer eBooks 2005- - Collection details see MPG.ReNa
Description
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
Physical Description:VII, 135 p. 34 illus., 24 illus. in color online resource
ISBN:9783319169675