Recent Advances in Nonlinear Dynamics and Synchronization

With Selected Applications in Electrical Engineering, Neurocomputing, and Transportation
1. Auflage 2018
ISBN: 978-3-319-58995-4
Verlag: Springer International Publishing

Buch, Englisch, Band 109, 367 Seiten, Format (B × H): 160 mm x 241 mm, Gewicht: 6919 g

Reihe: Studies in Systems, Decision and Control

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 neurocomputing, 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.

Zielgruppe

Research

Autoren/Hrsg.

Kyamakya, Kyandoghere

Mathis, Wolfgang

Li, Zhong

Stoop, Ruedi

Chedjou, Jean Chamberlain

Fachgebiete

• Technische Wissenschaften Verkehrstechnik | Transportgewerbe Verkehrstechnologie: Allgemeines
• Naturwissenschaften Physik Angewandte Physik Statistische Physik, Dynamische Systeme
• Mathematik | Informatik EDV | Informatik Informatik Künstliche Intelligenz
• Technische Wissenschaften Bauingenieurwesen Verkehrsingenieurwesen, Verkehrsplanung
• Technische Wissenschaften Energietechnik | Elektrotechnik Elektrotechnik
• Mathematik | Informatik Mathematik Numerik und Wissenschaftliches Rechnen Nichtlineare Wissenschaft

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.