Network-Based Analysis of Dynamical Systems : Methods for Controllability and Observability Analysis, and Optimal Sensor Placement

Language: English

Published by Springer, 2020

3030364712 / 9783030364717

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Seller: AHA-BUCH GmbH, Einbeck, GermanyAHA-BUCH GmbH

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Druck auf Anfrage Neuware - Printed after ordering - 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 calculated in order to characterise and describe the behaviours of dynamical systems.The applicability of the algorithms developed here is presented in the form of well-known benchmark examples. The algorithms are supported by more than 50 figures and more than 170 references; taken together, they provide a good overview of the current state of network science-based analysis of dynamical systems, and suggest further reading material for researchers and students alike. The files for the proposed toolbox can be downloaded from a corresponding website.…

Title
Network-Based Analysis of Dynamical Systems : Methods for Controllability and Observability Analysis, and Optimal Sensor Placement
Author
Dániel Leitold
Publisher
Springer
Publication year
2020
Condition
Neu
Binding
Taschenbuch
Language
English
ISBN 10
3030364712
ISBN 13
9783030364717
Item weight
201 grams
Dimensions
235x155x8 mm

AHA-BUCH GmbH

Einbeck, Germany

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