Multilayer Networks

Structure and Function

AvGinestra Bianconi

Inbunden, Engelska, 2018

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Beskrivning

Multilayer networks is a rising topic in Network Science which characterizes the structure and the function of complex systems formed by several interacting networks. Multilayer networks research has been propelled forward by the wide realm of applications in social, biological and infrastructure networks and the large availability of network data, as well as by the significance of recent results, which have produced important advances in this rapidly growing field. This book presents a comprehensive account of this emerging field. It provides a theoretical introduction to the main results of multilayer network science.

Produktinformation

Utgivningsdatum:2018-06-21
Mått:177 x 249 x 25 mm
Vikt:936 g
Format:Inbunden
Språk:Engelska
Antal sidor:416
Förlag:OUP OXFORD
ISBN:9780198753919

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Mer om författaren

Ginestra Bianconi is Reader (Associate Professor) in Applied Mathematics and Director of the MSc in Network Science at the School of Mathematical Sciences, Queen Mary University of London. Physicist by training, since 2001 she has made network theory and its applications her central subject of investigation publishing more than one hundred papers on the subject. Currently her research focuses on multilayer networks, network geometry and percolation theory.

Innehållsförteckning

Part I: Single and multilayer networks1: Complex systems as multilayer networksPart II: Single networks2: The structure of single networks3: The dynamics on single networksPart III: Multilayer networks4: Multilayer networks in nature, society and infrastuctures5: The mathematical definition6: Basic structural properties7: Structural correlations of multiplex networks8: Communities9: Centrality measures10: Multilayer network models11: Interdependent multilayer networks12: Classical percolation, generalized percolation and cascades13: Epidemic spreading14: Diffusion15: Synchronization, non-linear dynamics and control16: Opinion dynamics and game theoryAppendix A: The Barabasi Albert model: the master equationAppendix B: Entropy and null models of single networksAppendix C: Growing multiplex networks: the master equationAppendix D: Percolation of interdependent networksAppendix E: Directed percolation of interdependent networksAppendix F: Immunization strategies on multiplex networksAppendix G: Spectrum of the Supra-Laplacian