A first course in network theory
Introduction to network theoryGeneral 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...
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| Format: | UnknownFormat |
| Sprache: | eng |
| Veröffentlicht: |
Oxford , New York, NY
Oxford University Press
2015
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| Ausgabe: | First edition |
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| Online Zugang: | Inhaltstext |
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Tag hinzufügen | Zusammenfassung: | Introduction to network theoryGeneral 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. |
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| Beschreibung: | Literaturangaben |
| Beschreibung: | xiv, 255 Seiten Illustrationen, Diagramme |
| ISBN: | 9780198726463 978-0-19-872646-3 9780198726456 978-0-19-872645-6 0198726465 0-19-872646-5 |