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Linear, time-varying approximations to nonlinear dynamical systems : with applications in control and optimization
Authors: ---
ISBN: 184996100X 9786613511379 1849961018 1280003030 Year: 2010 Publisher: Berlin ; Heidelberg : Springer-Verlag,

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Abstract

Linear, Time-varying Approximations to Nonlinear Dynamical Systems introduces a new technique for analysing and controlling nonlinear systems. This method is general and requires only very mild conditions on the system nonlinearities, setting it apart from other techniques such as those – well-known – based on differential geometry. The authors cover many aspects of nonlinear systems including stability theory, control design and extensions to distributed parameter systems. Many of the classical and modern control design methods which can be applied to linear, time-varying systems can be extended to nonlinear systems by this technique. The implementation of the control is therefore simple and can be done with well-established classical methods. Many aspects of nonlinear systems, such as spectral theory which is important for the generalisation of frequency domain methods, can be approached by this method.

Keywords

Nonlinear systems --- System analysis --- Civil & Environmental Engineering --- Mechanical Engineering --- Operations Research --- Mechanical Engineering - General --- Engineering & Applied Sciences --- Mathematical models --- System analysis. --- Mathematical models. --- Network theory --- Systems analysis --- Systems, Nonlinear --- Mathematics. --- Dynamics. --- Ergodic theory. --- System theory. --- Mathematical optimization. --- Operations research. --- Management science. --- Statistical physics. --- Dynamical systems. --- Control engineering. --- Dynamical Systems and Ergodic Theory. --- Operations Research, Management Science. --- Control. --- Optimization. --- Statistical Physics, Dynamical Systems and Complexity. --- Systems Theory, Control. --- System theory --- Network analysis --- Network science --- Mathematical optimization --- Differentiable dynamical systems. --- Systems theory. --- Control and Systems Theory. --- Complex Systems. --- Optimization (Mathematics) --- Optimization techniques --- Optimization theory --- Systems optimization --- Mathematical analysis --- Maxima and minima --- Operations research --- Simulation methods --- Differential dynamical systems --- Dynamical systems, Differentiable --- Dynamics, Differentiable --- Differential equations --- Global analysis (Mathematics) --- Topological dynamics --- Systems, Theory of --- Systems science --- Science --- Dynamical systems --- Kinetics --- Mathematics --- Mechanics, Analytic --- Force and energy --- Mechanics --- Physics --- Statics --- Mathematical statistics --- Control engineering --- Control equipment --- Control theory --- Engineering instruments --- Automation --- Programmable controllers --- Quantitative business analysis --- Management --- Problem solving --- Statistical decision --- Operational analysis --- Operational research --- Industrial engineering --- Management science --- Research --- Ergodic transformations --- Continuous groups --- Mathematical physics --- Measure theory --- Transformations (Mathematics) --- Philosophy --- Statistical methods

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