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Estrada, Ernesto,‏ ‎ 1966-‏

A first course in network theory / Ernesto Estrada, Philip A. Knight. - 1st impression. - Oxford : Oxford University Press, 2015. - xiv, 254 p. : ill. (some col.) ; 26 cm.

Index : p. 251-254.

Includes bibliographical references.

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.

ISBN: 9780198726463 (pbk.) 0198726465 (pbk.)

LCCN: 2014955860

Nat. Bib. No.: GBB4D2867 bnb

Nat. Bib. Agency Control No.: 016954040 Uk

Subjects--Topical Terms:
System analysis.
Network analysis (Planning).
Graph theory.

Subjects--Geographic Terms:

Subjects--Index Terms:

Dewey Class. No.: 003.72 / EST