Multilayer Networks: Structure and Function
Authors: Ginestra Bianconi
ISBN-10: 0198753918
ISBN-13: 9780198753919
Released: 2018-08-21
Pages: 416 pages
Book Description
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.
Part I Single and Multilayer Networks
P1Complex Systems as Multilayer Networks
Part ll Single Networks
P2The Structure of Single Networks
3 The Dynamics on Single Networks
4Multilayer Networks in Nature,Society and Infrastructures
5 The Mathematical Definition
6Basic Structural Properties
7 Structural Correlations of Multiplex Networks
8Communities
9 Centrality Measures
10 Multilayer Network Models
11 Interdependent Multilayer Networks
12 Classical Percolation,Generalized Percolation and Cascades
13Epidemic Spreading
14Diffusion
15Synchronization,Non-linear Dynamics and Control
16Opinion Dynamics and Game Theory
