Recent Advances in Nonlinear Dynamics and Synchronization
Autor: | Kyandoghere Kyamakya, Wolfgang Mathis, Ruedi Stoop, Jean Chamberlain Chedjou, Zhong Li |
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EAN: | 9783319589961 |
eBook Format: | |
Sprache: | Englisch |
Produktart: | eBook |
Veröffentlichungsdatum: | 25.07.2017 |
Untertitel: | With Selected Applications in Electrical Engineering, Neurocomputing, and Transportation |
Kategorie: | |
Schlagworte: | Electrical Engineering INDS 15 Neurocomputing Nonlinear Dynamics Synchronization Transportation |
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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
It is a valuable resource for students and researchers interested in nonlinear dynamics and synchronization with applications in selected areas.