A first course in network theory / Professor Ernesto Estrada, Professor in Mathematics and Chair in Complexity Science, University of Strathclyde, UK, Dr. Philip A. Knight, Lecturer in Mathematics, University of Strathclyde, UK.

Author/creator Estrada, Ernesto, 1966-
Other author Knight, Philip A., 1968-
Format Electronic
EditionFirst edition.
Publication InfoOxford, United Kingdom : Oxford University Press, 2015.
Descriptionxiv, 254 pages : illustrations (some color) ; 26 cm
Supplemental ContentFull text available from Ebook Central - Academic Complete
Subjects

Contents Introduction to network theory -- General concepts in network theory -- How to prove it -- Data analysis and manipulation -- Algebraic concepts in network theory -- Spectra of adjacency matrices -- The network Laplacian -- Classical physics analogies -- Degree distributions -- Clustering coefficients of networks -- Random models of networks -- Matrix functions -- Fragment-based measures -- Classical node centrality -- Spectral node centrality -- Quantum physics analogies -- Global properties of networks I -- Global properties of networks II -- Communicability in networks -- Statistical physics analogies -- Communities in networks.
Bibliography noteIncludes bibliographical references and index.
Access restrictionAvailable only to authorized users.
Technical detailsMode of access: World Wide Web
Genre/formElectronic books.
LCCN 2014955860
ISBN9780198726456 (hbk.)
ISBN0198726457 (hbk.)
ISBN9780198726463 (pbk.)
ISBN0198726465 (pbk.)

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