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

Main Author: Kumar, P.R.Secondary Author: Wainwright, Martin J.;Zecchina, Riccardo;Fagnani, Fabio, ed. lit.;Fosson, Sophie M., ed. lit.;Ravazzi, Chiara, ed. lit.Language: eng.Country: US - United States of America.Publication: Cham : Springer International Publishing, Springer, 2015Description: VII, 135 p. ISBN: 978-3-319-16967-5.Series: C.I.M.E. Foundation Subseries Online Resources:Click here to access online
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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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