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Network-based analysis of dynamical systems : methods for controllability and observability analysis, and optimal sensor placement /

This book explores the key idea that the dynamical properties of complex systems can be determined by effectively calculating specific structural features using network science-based analysis. Furthermore, it argues that certain dynamical behaviours can stem from the existence of specific motifs in...

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Bibliographic Details
Main Authors: Leitold, Dániel
Group Author: Vathy-Fogarassy, Ágnes; Abonyi, Janos, 1974
Published: Springer,
Publisher Address: Cham :
Publication Dates: [2020]
Literature type: Book
Language: English
Series: SpringerBriefs in computer science,
Subjects:
System analysis > Mathematical models
Summary: This book explores the key idea that the dynamical properties of complex systems can be determined by effectively calculating specific structural features using network science-based analysis. Furthermore, it argues that certain dynamical behaviours can stem from the existence of specific motifs in the network representation. Over the last decade, network science has become a widely applied methodology for the analysis of dynamical systems. Representing the system as a mathematical graph allows several network-based methods to be applied, and centrality and clustering measures to be calculat
Carrier Form: xiii, 110 pages : illustrations (some color), forms ; 24 cm.
Bibliography: Includes bibliographical references and index.
ISBN: 9783030364717 (paperback) :
3030364712 (paperback)
9783030364724
3030364720
Index Number: QA402
CLC: O192
Call Number: O192/L533

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