Title :
Functional analysis approach to the nonlinear stochastic dynamical systems
Author :
Krumov, Assen V.
Author_Institution :
Higher Sch. of Transp., Sofia, Bulgaria
Abstract :
In the paper general case of nonlinear stochastic dynamical system is considered. The sufficient conditions for robust application of the suggested method are proven with a theorem, applying the theory of nonlinear operators of the functional analysis. As a special case a model of a class of dynamical systems with nonlinear stochastic perturbation is also considered and the sufficient conditions for robust application of the suggested method are proven with the same theorem. An example for the latter case, comparing the numerical computer solution of the original system and the analytical solution of the approximate robust model are given. The method can be applied for analytical and computer modelling of nonlinear stochastic dynamical systems, optimization, synthesis of computer control and for investigation of the stochastic perturbation.
Keywords :
functional analysis; nonlinear dynamical systems; perturbation techniques; stochastic systems; approximate robust model; computer control synthesis; functional analysis approach; nonlinear operators theory; nonlinear stochastic dynamical systems; nonlinear stochastic perturbation; Approximation methods; Equations; Functional analysis; Logic gates; Mathematical model; Robustness; Stochastic processes;
Conference_Titel :
Intelligent Engineering Systems (INES), 2011 15th IEEE International Conference on
Conference_Location :
Poprad
Print_ISBN :
978-1-4244-8954-1
DOI :
10.1109/INES.2011.5954738