Multiplex Networks von Emanuele Cozzo | Basic Formalism and Structural Properties | ISBN 9783319922553

Multiplex Networks

Basic Formalism and Structural Properties

von Emanuele Cozzo, Guilherme Ferraz de Arruda, Francisco Aparecido Rodrigues und Yamir Moreno
Mitwirkende
Autor / AutorinEmanuele Cozzo
Autor / AutorinGuilherme Ferraz de Arruda
Autor / AutorinFrancisco Aparecido Rodrigues
Autor / AutorinYamir Moreno
Buchcover Multiplex Networks | Emanuele Cozzo | EAN 9783319922553 | ISBN 3-319-92255-6 | ISBN 978-3-319-92255-3

Multiplex Networks

Basic Formalism and Structural Properties

von Emanuele Cozzo, Guilherme Ferraz de Arruda, Francisco Aparecido Rodrigues und Yamir Moreno
Mitwirkende
Autor / AutorinEmanuele Cozzo
Autor / AutorinGuilherme Ferraz de Arruda
Autor / AutorinFrancisco Aparecido Rodrigues
Autor / AutorinYamir Moreno

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.