Mathematical Foundations of Complex Networked Information Systems von P.R. Kumar | Politecnico di Torino, Verrès, Italy 2009 | ISBN 9783319169675

Mathematical Foundations of Complex Networked Information Systems

Politecnico di Torino, Verrès, Italy 2009

von P.R. Kumar, Martin J. Wainwright und Riccardo Zecchina, herausgegeben von Fabio Fagnani, Sophie M. Fosson und Chiara Ravazzi
Mitwirkende
Autor / AutorinP.R. Kumar
Herausgegeben vonFabio Fagnani
Autor / AutorinMartin J. Wainwright
Herausgegeben vonSophie M. Fosson
Autor / AutorinRiccardo Zecchina
Herausgegeben vonChiara Ravazzi
Buchcover Mathematical Foundations of Complex Networked Information Systems | P.R. Kumar | EAN 9783319169675 | ISBN 3-319-16967-X | ISBN 978-3-319-16967-5
Leseprobe

Mathematical Foundations of Complex Networked Information Systems

Politecnico di Torino, Verrès, Italy 2009

von P.R. Kumar, Martin J. Wainwright und Riccardo Zecchina, herausgegeben von Fabio Fagnani, Sophie M. Fosson und Chiara Ravazzi
Mitwirkende
Autor / AutorinP.R. Kumar
Herausgegeben vonFabio Fagnani
Autor / AutorinMartin J. Wainwright
Herausgegeben vonSophie M. Fosson
Autor / AutorinRiccardo Zecchina
Herausgegeben vonChiara Ravazzi

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.