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Sinopsis
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.
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Acerca del autor
Dr. János Abonyi is a Full Professor of Computer Science and Chemical Engineering at the Department of Process Engineering, University of Pannonia, Veszprém, Hungary. His other publications include the Springer titles Interpretability of Computational Intelligence-Based Regression Models, and (with Dr. Vathy-Fogarassy) Graph-Based Clustering and Data Visualization Algorithms.
Dr. Ágnes Vathy-Fogarassy is an Associate Professor at the Department of Computer Science and Systems Technology at the University of Pannonia.
Dániel Leitold is an Assistant Lecturer at the University of Pannonia.
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Network-Based Analysis of Dynamical Systems
Publicado por
Springer International Publishing Jan 2020, 2020
ISBN 10: 3030364712
ISBN 13: 9783030364717
Nuevo
Taschenbuch
Librería: BuchWeltWeit Ludwig Meier e.K., Bergisch Gladbach, Alemania
Calificación del vendedor: 5 de 5 estrellas
Taschenbuch. Condición: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -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. 124 pp. Englisch. Nº de ref. del artículo: 9783030364717
Cantidad disponible: 2 disponibles
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Network-Based Analysis of Dynamical Systems : Methods for Controllability and Observability Analysis, and Optimal Sensor Placement
Publicado por
Springer International Publishing, Springer International Publishing, 2020
ISBN 10: 3030364712
ISBN 13: 9783030364717
Nuevo
Taschenbuch
Librería: AHA-BUCH GmbH, Einbeck, Alemania
Calificación del vendedor: 5 de 5 estrellas
Taschenbuch. Condición: Neu. 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. Nº de ref. del artículo: 9783030364717
Cantidad disponible: 1 disponibles
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Network-Based Analysis of Dynamical Systems: Methods for Controllability and Observability Analysis, and Optimal Sensor Placement (SpringerBriefs in Computer Science)
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Condición: New. In. Nº de ref. del artículo: ria9783030364717_new
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Network-Based Analysis of Dynamical Systems
Publicado por
Springer International Publishing, 2020
ISBN 10: 3030364712
ISBN 13: 9783030364717
Nuevo
Kartoniert / Broschiert
Librería: moluna, Greven, Alemania
Calificación del vendedor: 5 de 5 estrellas
Kartoniert / Broschiert. Condición: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Describes the structural analysis of the network-based representation of dynamical systems Addresses the improvement of input and output configurations of dynamical systems, presenting five methods for decreasing their relative degree on th. Nº de ref. del artículo: 448680364
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Network-Based Analysis of Dynamical Systems : Methods for Controllability and Observability Analysis, and Optimal Sensor Placement
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Network-Based Analysis of Dynamical Systems: Methods for Controllability and Observability Analysis, and Optimal Sensor Placement (SpringerBriefs in Computer Science)
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Network-Based Analysis of Dynamical Systems : Methods for Controllability and Observability Analysis, and Optimal Sensor Placement
Librería: GreatBookPricesUK, Woodford Green, Reino Unido
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Condición: New. Nº de ref. del artículo: 40414709-n
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Network-Based Analysis of Dynamical Systems : Methods for Controllability and Observability Analysis, and Optimal Sensor Placement
Librería: GreatBookPrices, Columbia, MD, Estados Unidos de America
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Condición: As New. Unread book in perfect condition. Nº de ref. del artículo: 40414709
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Network-Based Analysis of Dynamical Systems : Methods for Controllability and Observability Analysis, and Optimal Sensor Placement
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Network-Based Analysis of Dynamical Systems
Librería: Books Puddle, New York, NY, Estados Unidos de America
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Condición: New. pp. XIII, 110 53 illus., 43 illus. in color. 1 Edition NO-PA16APR2015-KAP. Nº de ref. del artículo: 26384560193
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