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Multiplex Networks = Basic Formalism...
~
Cozzo, Emanuele.
Multiplex Networks = Basic Formalism and Structural Properties /
Record Type:
Language materials, printed : Monograph/item
Title/Author:
Multiplex Networks/ by Emanuele Cozzo, Guilherme Ferraz de Arruda, Francisco Aparecido Rodrigues, Yamir Moreno.
Reminder of title:
Basic Formalism and Structural Properties /
Author:
Cozzo, Emanuele.
other author:
de Arruda, Guilherme Ferraz.
Description:
VII, 121 p. 36 illus. in color.online resource. :
Contained By:
Springer Nature eBook
Subject:
Physics. -
Online resource:
https://doi.org/10.1007/978-3-319-92255-3
ISBN:
9783319922553
Multiplex Networks = Basic Formalism and Structural Properties /
Cozzo, Emanuele.
Multiplex Networks
Basic Formalism and Structural Properties /[electronic resource] :by Emanuele Cozzo, Guilherme Ferraz de Arruda, Francisco Aparecido Rodrigues, Yamir Moreno. - 1st ed. 2018. - VII, 121 p. 36 illus. in color.online resource. - Understanding Complex Systems,2191-5326. - Understanding Complex Systems,.
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. .
ISBN: 9783319922553
Standard No.: 10.1007/978-3-319-92255-3doiSubjects--Topical Terms:
564049
Physics.
LC Class. No.: QC1-999
Dewey Class. No.: 621
Multiplex Networks = Basic Formalism and Structural Properties /
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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.
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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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