Fundamentals of Complex Networks : Models, Structures and Dynamics.

Complex networks such as the Internet, WWW, transportationnetworks, power grids, biological neural networks, and scientificcooperation networks of all kinds provide challenges for futuretechnological development. In particular, advanced societies havebecome dependent on large infrastructural network...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: Chen, Guanrong
Otros Autores: Wang, Xiaofan, Li, Xiang
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Hoboken : Wiley, 2014.
Temas:
System theory.
Systems Theory
Théorie des systèmes.
System theory
Acceso en línea:Texto completo

MARC

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245 1 0 |a Fundamentals of Complex Networks :  |b Models, Structures and Dynamics. 
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505 0 |a Cover; Title Page; Copyright; Contents; About the Authors; Preface; Acknowledgements; Part I Fundamental Theory; Chapter 1 Introduction; 1.1 Background and Motivation; 1.2 A Brief History of Complex Network Research; 1.2.1 The Königsburg Seven-Bridge Problem; 1.2.2 Random Graph Theory; 1.2.3 Small-World Experiments; 1.2.4 Strengths of Weak Ties; 1.2.5 Heterogeneity and the WWW; 1.3 New Era of Complex-Network Studies; Exercises; References; Chapter 2 Preliminaries; 2.1 Elementary Graph Theory; 2.1.1 Background; 2.1.2 Basic Concepts; 2.1.3 Adjacency, Incidence and Laplacian Matrices. 
505 8 |a 2.1.4 Degree Correlation and Assortativity2.1.5 Some Basic Results on Graphs; 2.1.6 Eulerian and Hamiltonian Graphs; 2.1.7 Plane and Planar Graphs; 2.1.8 Trees and Bipartite Graphs; 2.1.9 Directed Graphs; 2.1.10 Weighted Graphs; 2.1.11 Some Applications; 2.2 Elementary Probability and Statistics; 2.2.1 Probability Preliminaries; 2.2.2 Statistics Preliminaries; 2.2.3 Law of Large Numbers and Central Limit Theorem; 2.2.4 Markov Chains; 2.3 Elementary Dynamical Systems Theory; 2.3.1 Background and Motivation; 2.3.2 Some Analytical Tools; 2.3.3 Chaos in Nonlinear Systems. 
505 8 |a 2.3.4 Kolmogorov-Sinai Entropy2.3.5 Some Examples of Chaotic Systems; 2.3.6 Stabilities of Nonlinear Systems; Exercises; References; Chapter 3 Network Topologies: Basic Models and Properties; 3.1 Introduction; 3.2 Regular Networks; 3.3 ER Random-Graph Model; 3.4 Small-World Network Models; 3.4.1 WS Small-World Network Model; 3.4.2 NW Small-World Network Model; 3.4.3 Statistical Properties of Small-World Network Models; 3.5 Navigable Small-World Network Model; 3.6 Scale-Free Network Models; 3.6.1 BA Scale-Free Network Model; 3.6.2 Robustness versus Fragility; 3.6.3 Modified BA Models. 
505 8 |a 3.6.4 A Simple Model with Power-Law Degree Distribution3.6.5 Local-World and Multi-Local-World Network Models; Exercises; References; Part II Applications -- Selected Topics; Chapter 4 Internet: Topology and Modeling; 4.1 Introduction; 4.2 Topological Properties of the Internet; 4.2.1 Power-Law Node-Degree Distribution; 4.2.2 Hierarchical Structure; 4.2.3 Rich-Club Structure; 4.2.4 Disassortative Property; 4.2.5 Coreness and Betweenness; 4.2.6 Growth of the Internet; 4.2.7 Router-Level Internet Topology; 4.2.8 Geographic Layout of the Internet; 4.3 Random-Graph Network Topology Generator. 
505 8 |a 4.4 Structural Network Topology Generators4.4.1 Tiers Topology Generator; 4.4.2 Transit-Stub Topology Generator; 4.5 Connectivity-Based Network Topology Generators; 4.5.1 Inet; 4.5.2 BRITE Model; 4.5.3 GLP Model; 4.5.4 PFP Model; 4.5.5 TANG Model; 4.6 Multi-Local-World Model; 4.6.1 Theoretical Considerations; 4.6.2 Numerical Results with Comparison; 4.6.3 Performance Comparison; 4.7 HOT Model; 4.8 Dynamical Behaviors of the Internet Topological Characteristics; 4.9 Traffic Fluctuation on Weighted Networks; 4.9.1 Weighted Networks; 4.9.2 GRD Model; 4.9.3 Data Traffic Fluctuations; References. 
500 |a Chapter 5 Epidemic Spreading Dynamics. 
520 |a Complex networks such as the Internet, WWW, transportationnetworks, power grids, biological neural networks, and scientificcooperation networks of all kinds provide challenges for futuretechnological development. In particular, advanced societies havebecome dependent on large infrastructural networks to an extentbeyond our capability to plan (modeling) and to operate (control). The recent spate of collapses in power grids and ongoing virusattacks on the Internet illustrate the need for knowledge aboutmodeling, analysis of behaviors, optimized planning and performancecontrol in such networks. F. 
590 |a ProQuest Ebook Central  |b Ebook Central Academic Complete 
650 0 |a System theory. 
650 2 |a Systems Theory 
650 4 |a System theory. 
650 6 |a Théorie des systèmes. 
650 7 |a System theory  |2 fast 
700 1 |a Wang, Xiaofan. 
700 1 |a Li, Xiang. 
758 |i has work:  |a Fundamentals of complex networks (Text)  |1 https://id.oclc.org/worldcat/entity/E39PCGKj3VpqB9g9tQqxJJxGQC  |4 https://id.oclc.org/worldcat/ontology/hasWork 
776 0 8 |i Print version:  |a Chen, Guanrong.  |t Fundamentals of Complex Networks : Models, Structures and Dynamics.  |d Hoboken : Wiley, ©2014  |z 9781118718117 
856 4 0 |u https://ebookcentral.uam.elogim.com/lib/uam-ebooks/detail.action?docID=1911673  |z Texto completo 
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938 |a Recorded Books, LLC  |b RECE  |n rbeEB00594178 
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