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Modularity and Dynamics on Complex Networks

2022-02-03 Science
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Release : 2022-02-03
Genre : Science
Kind : eBook
Book Rating : 654/5 ( reviews)

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Book Synopsis Modularity and Dynamics on Complex Networks by : Renaud Lambiotte

Download or read book Modularity and Dynamics on Complex Networks written by Renaud Lambiotte. This book was released on 2022-02-03. Available in PDF, EPUB and Kindle. Book excerpt: Complex networks are typically not homogeneous, as they tend to display an array of structures at different scales. A feature that has attracted a lot of research is their modular organisation, i.e., networks may often be considered as being composed of certain building blocks, or modules. In this Element, the authors discuss a number of ways in which this idea of modularity can be conceptualised, focusing specifically on the interplay between modular network structure and dynamics taking place on a network. They discuss, in particular, how modular structure and symmetries may impact on network dynamics and, vice versa, how observations of such dynamics may be used to infer the modular structure. They also revisit several other notions of modularity that have been proposed for complex networks and show how these can be related to and interpreted from the point of view of dynamical processes on networks.

Complex Systems and Networks

2015-08-14 Technology & Engineering
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Release : 2015-08-14
Genre : Technology & Engineering
Kind : eBook
Book Rating : 242/5 ( reviews)

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Book Synopsis Complex Systems and Networks by : Jinhu Lü

Download or read book Complex Systems and Networks written by Jinhu Lü. This book was released on 2015-08-14. Available in PDF, EPUB and Kindle. Book excerpt: This elementary book provides some state-of-the-art research results on broad disciplinary sciences on complex networks. It presents an in-depth study with detailed description of dynamics, controls and applications of complex networks. The contents of this book can be summarized as follows. First, the dynamics of complex networks, for example, the cluster dynamic analysis by using kernel spectral methods, community detection algorithms in bipartite networks, epidemiological modeling with demographics and epidemic spreading on multi-layer networks, are studied. Second, the controls of complex networks are investigated including topics like distributed finite-time cooperative control of multi-agent systems by applying homogenous-degree and Lyapunov methods, composite finite-time containment control for disturbed second-order multi-agent systems, fractional-order observer design of multi-agent systems, chaos control and anticontrol of complex systems via Parrondos game and many more. Third, the applications of complex networks provide some applicable carriers, which show the importance of theories developed in complex networks. In particular, a general model for studying time evolution of transition networks, deflection routing in complex networks, recommender systems for social networks analysis and mining, strategy selection in networked evolutionary games, integration and methods in computational biology, are discussed in detail.

Fundamentals of Complex Networks

2015-06-29 Computers
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Release : 2015-06-29
Genre : Computers
Kind : eBook
Book Rating : 119/5 ( reviews)

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Book Synopsis Fundamentals of Complex Networks by : Guanrong Chen

Download or read book Fundamentals of Complex Networks written by Guanrong Chen. This book was released on 2015-06-29. Available in PDF, EPUB and Kindle. Book excerpt: Complex networks such as the Internet, WWW, transportation networks, power grids, biological neural networks, and scientific cooperation networks of all kinds provide challenges for future technological development. • The first systematic presentation of dynamical evolving networks, with many up-to-date applications and homework projects to enhance study • The authors are all very active and well-known in the rapidly evolving field of complex networks • Complex networks are becoming an increasingly important area of research • Presented in a logical, constructive style, from basic through to complex, examining algorithms, through to construct networks and research challenges of the future

Large Scale Structure And Dynamics Of Complex Networks: From Information Technology To Finance And Natural Science

2007-06-28 Computers
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Release : 2007-06-28
Genre : Computers
Kind : eBook
Book Rating : 416/5 ( reviews)

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Book Synopsis Large Scale Structure And Dynamics Of Complex Networks: From Information Technology To Finance And Natural Science by : Alessandro Vespignani

Download or read book Large Scale Structure And Dynamics Of Complex Networks: From Information Technology To Finance And Natural Science written by Alessandro Vespignani. This book was released on 2007-06-28. Available in PDF, EPUB and Kindle. Book excerpt: This book is the culmination of three years of research effort on a multidisciplinary project in which physicists, mathematicians, computer scientists and social scientists worked together to arrive at a unifying picture of complex networks. The contributed chapters form a reference for the various problems in data analysis visualization and modeling of complex networks.

Large Scale Structure and Dynamics of Complex Networks

2007 Computers
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Release : 2007
Genre : Computers
Kind : eBook
Book Rating : 64X/5 ( reviews)

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Book Synopsis Large Scale Structure and Dynamics of Complex Networks by : Guido Caldarelli

Download or read book Large Scale Structure and Dynamics of Complex Networks written by Guido Caldarelli. This book was released on 2007. Available in PDF, EPUB and Kindle. Book excerpt: This book is the culmination of three years of research effort on a multidisciplinary project in which physicists, mathematicians, computer scientists and social scientists worked together to arrive at a unifying picture of complex networks. The contributed chapters from a reference for the various problems in data analysis visualization and modeling of complex networks.

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