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Englisch
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Beschreibung
This book focuses on modelling and simulation, control and optimization, signal processing, and forecasting in selected nonlinear dynamical systems, presenting both literature reviews and novel concepts.
It develops analytical or numerical approaches, which are simple to use, robust, stable, flexible and universally applicable to the analysis of complex nonlinear dynamical systems. As such it addresses key challenges are addressed, e.g. efficient handling of time-varying dynamics, efficient design, faster numerical computations, robustness, stability and convergence of algorithms.
The book provides a series of contributions discussing either the design or analysis of complex systems in sciences and engineering, and the concepts developed involve nonlinear dynamics, synchronization, optimization, machine learning, and forecasting. Both theoretical and practical aspects of diverse areas are investigated, specifically neuroco
mputing, transportation engineering, theoretical electrical engineering, signal processing, communications engineering, and computational intelligence.It is a valuable resource for students and researchers interested in nonlinear dynamics and synchronization with applications in selected areas.
This book focuses on modelling and simulation, control and optimization, signal processing, and forecasting in selected nonlinear dynamical systems, presenting both literature reviews and novel concepts.
It develops analytical or numerical approaches, which are simple to use, robust, stable, flexible and universally applicable to the analysis of complex nonlinear dynamical systems. As such it addresses key challenges are addressed, e.g. efficient handling of time-varying dynamics, efficient design, faster numerical computations, robustness, stability and convergence of algorithms.
The book provides a series of contributions discussing either the design or analysis of complex systems in sciences and engineering, and the concepts developed involve nonlinear dynamics, synchronization, optimization, machine learning, and forecasting. Both theoretical and practical aspects of diverse areas are investigated, specifically neuroco
mputing, transportation engineering, theoretical electrical engineering, signal processing, communications engineering, and computational intelligence.It is a valuable resource for students and researchers interested in nonlinear dynamics and synchronization with applications in selected areas.
Zusammenfassung
Presents state-of-the-art applications in nonlinear dynamics and synchronization
Discusses selected applications in electrical engineering, neurocomputing, and transportation
Includes edited results from the Fourth International Workshop on Nonlinear Dynamics and Synchronization - INDS'15 held July 30-31, 2015 in Klagenfurt, Austria
Inhaltsverzeichnis
On the Construction of Dissipative Polynomial Nambu Systems with Limit Cycles.- On the dynamics of chaotic systems with multiple attractors: A case study.- Multivaluedness Aspects in Self-organization, Complexity and Computations Investigations by Strong Anticipation.- A Review of Traffic Light Control Systems and Introduction of a Control Concept Based on Coupled Nonlinear Oscillators.- Neural network based calibration of macroscopic traffic flow models.- Travelers of the second modernity: where technological and social dynamic complexity meet each other.- Design of a Chaotic Pulse-Position Modulation Circuit.- Emotion Recognition involving Physiological and Speech Signals: A Comprehensive Review.- Neurocomputing-based Matrix Inversion: A critical Review of the related State-of-the-Art.
Details
| Erscheinungsjahr: | 2017 |
|---|---|
| Fachbereich: | Technik allgemein |
| Genre: | Technik |
| Rubrik: | Naturwissenschaften & Technik |
| Medium: | Buch |
| Reihe: | Studies in Systems, Decision and Control |
| Inhalt: |
xii
367 S. 68 s/w Illustr. 69 farbige Illustr. 367 p. 137 illus. 69 illus. in color. |
| ISBN-13: | 9783319589954 |
| ISBN-10: | 3319589954 |
| Sprache: | Englisch |
| Herstellernummer: | 978-3-319-58995-4 |
| Ausstattung / Beilage: | HC runder Rücken kaschiert |
| Einband: | Gebunden |
| Redaktion: |
Kyamakya, Kyandoghere
Mathis, Wolfgang Li, Zhong Chedjou, Jean Chamberlain Stoop, Ruedi |
| Herausgeber: | Kyandoghere Kyamakya/Wolfgang Mathis/Ruedi Stoop et al |
| Auflage: | 1st ed. 2018 |
| Hersteller: |
Springer Nature Switzerland
Springer International Publishing Springer International Publishing AG Studies in Systems, Decision and Control |
| Maße: | 241 x 160 x 26 mm |
| Von/Mit: | Kyandoghere Kyamakya (u. a.) |
| Erscheinungsdatum: | 07.08.2017 |
| Gewicht: | 0,735 kg |
Zusammenfassung
Presents state-of-the-art applications in nonlinear dynamics and synchronization
Discusses selected applications in electrical engineering, neurocomputing, and transportation
Includes edited results from the Fourth International Workshop on Nonlinear Dynamics and Synchronization - INDS'15 held July 30-31, 2015 in Klagenfurt, Austria
Inhaltsverzeichnis
On the Construction of Dissipative Polynomial Nambu Systems with Limit Cycles.- On the dynamics of chaotic systems with multiple attractors: A case study.- Multivaluedness Aspects in Self-organization, Complexity and Computations Investigations by Strong Anticipation.- A Review of Traffic Light Control Systems and Introduction of a Control Concept Based on Coupled Nonlinear Oscillators.- Neural network based calibration of macroscopic traffic flow models.- Travelers of the second modernity: where technological and social dynamic complexity meet each other.- Design of a Chaotic Pulse-Position Modulation Circuit.- Emotion Recognition involving Physiological and Speech Signals: A Comprehensive Review.- Neurocomputing-based Matrix Inversion: A critical Review of the related State-of-the-Art.
Details
| Erscheinungsjahr: | 2017 |
|---|---|
| Fachbereich: | Technik allgemein |
| Genre: | Technik |
| Rubrik: | Naturwissenschaften & Technik |
| Medium: | Buch |
| Reihe: | Studies in Systems, Decision and Control |
| Inhalt: |
xii
367 S. 68 s/w Illustr. 69 farbige Illustr. 367 p. 137 illus. 69 illus. in color. |
| ISBN-13: | 9783319589954 |
| ISBN-10: | 3319589954 |
| Sprache: | Englisch |
| Herstellernummer: | 978-3-319-58995-4 |
| Ausstattung / Beilage: | HC runder Rücken kaschiert |
| Einband: | Gebunden |
| Redaktion: |
Kyamakya, Kyandoghere
Mathis, Wolfgang Li, Zhong Chedjou, Jean Chamberlain Stoop, Ruedi |
| Herausgeber: | Kyandoghere Kyamakya/Wolfgang Mathis/Ruedi Stoop et al |
| Auflage: | 1st ed. 2018 |
| Hersteller: |
Springer Nature Switzerland
Springer International Publishing Springer International Publishing AG Studies in Systems, Decision and Control |
| Maße: | 241 x 160 x 26 mm |
| Von/Mit: | Kyandoghere Kyamakya (u. a.) |
| Erscheinungsdatum: | 07.08.2017 |
| Gewicht: | 0,735 kg |
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