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Nonlinear and Adaptive Control of Complex Systems

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Nonlinear and Adaptive Control of Complex Systems Synopsis

This volume presents a theoretical framework and control methodology for a class of complex dynamical systems characterised by high state space dimension, multiple inputs and outputs, significant nonlinearity, parametric uncertainty, and unmodelled dynamics. A feature of its approach is the combination of rigorous concepts and methods of nonlinear control (invariant and attracting submanifolds, Lyapunov functions, exact linearization, passification) with approximate decomposition results based on singular perturbations and decentralization. Some results published previously in the Russian literature and not well known in the West are brought to light. Basic concepts of modern nonlinear control and motivating examples are given.;The book should prove useful for researchers, engineers, university lecturers and postgraduate students specializing in the fields of applied mathematics and engineering, such as automatic control, robotics, and control of vibrations.

About This Edition

ISBN: 9780792358923
Publication date:
Author: A L Fradkov, Vladimir O Nikiforov, I V Miroshnik
Publisher: Springer an imprint of Springer Netherlands
Format: Hardback
Pagination: 510 pages
Series: Mathematics and Its Applications
Genres: Cybernetics and systems theory
Engineering: Mechanics of solids
Electrical engineering
Artificial intelligence
Mechanical engineering