AHA-BUCH

Multiplex Networks

Basic Formalism and Structural Properties
 Book
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ISBN-13:
9783319922546
Einband:
Book
Erscheinungsdatum:
16.08.2018
Seiten:
121
Autor:
Emanuele Cozzo
Gewicht:
221 g
Format:
233x151x12 mm
Serie:
SpringerBriefs in Complexity
Sprache:
Englisch
Beschreibung:

Contains the basis of a complete formal language to treat multiplex networks
Chapter1. Introduction.- Chapter2. Multiplex Networks: Basic Definitions and Formalism.- Chapter3. Structural Metrics.- Chapter4. Spectra.- Chapter5. Structural organization and transitions.- Chapter6. Polynomial eigenvalue formulation.- Chapter7. Tensorial representation.
This book provides the basis of a formal language and explores its possibilities in the characterization of multiplex networks. Armed with the formalism developed, the authors define structural metrics for multiplex networks. A methodology to generalize monoplex structural metrics to multiplex networks is also presented so that the reader will be able to generalize other metrics of interest in a systematic way. Therefore, this book will serve as a guide for the theoretical development of new multiplex metrics.
Furthermore, this Brief describes the spectral properties of these networks in relation to concepts from algebraic graph theory and the theory of matrix polynomials. The text is rounded off by analyzing the different structural transitions present in multiplex systems as well as by a brief overview of some representative dynamical processes.
Multiplex Networks will appeal to students, researchers, and professionals within the fields of network science, graph theory, and data science.

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