Network-Based Analysis of Dynamical Systems

Methods for Controllability and Observability Analysis, and Optimal Sensor Placement

AvDániel Leitold,Ágnes Vathy-Fogarassy

Häftad, Engelska, 2020

Del i serien SpringerBriefs in Computer Science

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Beskrivning

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.

Produktinformation

Utgivningsdatum:2020-01-14
Mått:155 x 235 x 8 mm
Vikt:201 g
Format:Häftad
Språk:Engelska
Serie:SpringerBriefs in Computer Science
Antal sidor:110
Förlag:Springer Nature Switzerland AG
ISBN:9783030364717

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Mer om författaren

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.

Recensioner i media

“I would like to recommend this book to students and researchers interested in network science-based controllability and observability analysis of complex systems.” (Jin Liang, zbMATH 1543.93002, 2024)

Innehållsförteckning

1. Introduction.- 2. Structural Controllability and Observability Analysis in Complex Networks.- 3. Reduction of Relative Degree by Optimal Control and Sensor Placement.- 4. Applications to the analysis of Heat Exchanger Networks.- 5. The NOCAD MATLAB/Octave Toolbox Developed for the Analysis of Dynamical Systems.- 6. Summary.