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.
Edited by:
Kyandoghere Kyamakya, Wolfgang Mathis, Ruedi Stoop, Jean Chamberlain Chedjou, Zhong Li Imprint: Springer International Publishing AG Country of Publication: Switzerland Edition: Softcover reprint of the original 1st ed. 2018 Volume: 109 Dimensions:
Height: 235mm,
Width: 155mm,
Spine: 23mm
Weight: 5.737kg ISBN:9783319865270 ISBN 10: 3319865277 Series:Studies in Systems, Decision and Control Pages: 367 Publication Date:12 May 2018 Audience:
Professional and scholarly
,
Undergraduate
Format:Paperback Publisher's Status: Active