A first course in network theory
Estrada, Ernesto,
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. - First edition. - London: Oxford University Press; 2015 - xiv, 254 pages : illustrations (some color) ; 26 cm
Includes bibliographical references and index.
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.
9780198726463 (pb)
2014955860
GBB4D2867 bnb
016954040 Uk
System analysis.
Network analysis (Planning)
Graph theory.
Q295 / .E83 2015 T57.85 / .E87 2015
003.72 EST/Fir
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. - First edition. - London: Oxford University Press; 2015 - xiv, 254 pages : illustrations (some color) ; 26 cm
Includes bibliographical references and index.
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.
9780198726463 (pb)
2014955860
GBB4D2867 bnb
016954040 Uk
System analysis.
Network analysis (Planning)
Graph theory.
Q295 / .E83 2015 T57.85 / .E87 2015
003.72 EST/Fir