Recent Advances in Nonlinear Dynamics and Synchronization With Selected Applications in Electrical Engineering, Neurocomputing, and Transportation

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, flexi...

Full description

Bibliographic Details
Other Authors: Kyamakya, Kyandoghere (Editor), Mathis, Wolfgang (Editor), Stoop, Ruedi (Editor), Chedjou, Jean Chamberlain (Editor)
Format: eBook
Language:English
Published: Cham Springer International Publishing 2018, 2018
Edition:1st ed. 2018
Series:Studies in Systems, Decision and Control
Subjects:
Online Access:
Collection: Springer eBooks 2005- - Collection details see MPG.ReNa
Description
Summary: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 neurocomputi ng,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
Physical Description:XII, 367 p. 137 illus., 69 illus. in color online resource
ISBN:9783319589961