Recent Advances in Nonlinear Dynamics and Synchronization
With Selected Applications in Electrical Engineering, Neurocomputing, and Transportation
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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 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.
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
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 Includes supplementary material: sn.pub/extras
Autor*in
Kyandoghere Kyamakya
Themen in »Recent Advances in Nonlinear Dynamics and Synchronization«
Nonlinear Dynamics Synchronization INDS 15 Neurocomputing Transportation Electrical Engineering complexity