TY - BOOK AU - Kumar,P.R. AU - Wainwright,Martin AU - Zecchina,Riccardo AU - Fagnani,Fabio AU - Fosson,Sophie M. AU - Ravazzi,Chiara ED - Mathematical foundations of complex networked information systems (Summer School) TI - Mathematical foundations of complex networked information systems: Politecnico di Torino, Verrès, Italy 2009 T2 - Lecture notes in mathematics, SN - 9783319169675 AV - QA166 .M37 2015eb U1 - 511/.5 23 PY - 2015/// CY - Cham PB - Springer KW - Graph theory KW - Mathematical optimization KW - Optimisation mathématique KW - Combinatorics & graph theory KW - bicssc KW - Mathematical modelling KW - Mathematical physics KW - Applied mathematics KW - Mathematics KW - Graphic Methods KW - bisacsh KW - Applied KW - Science KW - System Theory KW - Optimización matemática KW - embne KW - Teoría de grafos KW - fast KW - Congress KW - proceedings (reports) KW - aat KW - Conference papers and proceedings KW - lcgft KW - Actes de congrès KW - rvmgf N1 - 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 N2 - 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 UR - https://link-springer-com.libraryproxy.ist.ac.at/10.1007/978-3-319-16967-5 ER -