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      Estimating the Region of Attraction via collocation for autonomous nonlinear systems

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      https://www.riss.kr/link?id=A104820524

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      다국어 초록 (Multilingual Abstract)

      This paper aims to propose a computational technique for estimating the region of attraction (RoA) for autonomous nonlinear systems. To achieve this, the collocation method is applied to approximate the Lyapunov function by satisfying the modified Zub...

      This paper aims to propose a computational technique for estimating the region of attraction (RoA) for autonomous nonlinear systems. To achieve this, the collocation method is applied to approximate the Lyapunov function by satisfying the modified Zubov’s partial differential equation around asymptotically stable equilibrium points. This method is formulated for n-scalar differential equations with two classes of basis functions. In order to show the efficiency of the suggested approach, some numerical examples are solved. Moreover, the estimated regions of attraction are compared with two similar methods. In most cases, the proposed scheme can estimate the region of attraction more efficient than the other techniques.

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      참고문헌 (Reference)

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      1 Gilsinn, D. E., "The method of averaging and domains of stability for integral manifolds" 29 : 628-660, 1975

      2 Zienkiewicz, O. C., "The finite element method, Vol. 1: The basis (5th Ed.)" Butterworth- Heinemann 2000

      3 O’Shea, R. P., "The extension of Zubov's method to sampled data control systems described by nonlinear autonomous difference equations" 9 : 62-70, 1964

      4 M. Rezaiee-pajand, "The dynamic relaxation method using new formulation for fictitious mass and damping" 국제구조공학회 34 (34): 109-133, 2010

      5 Sophianopoulos, D. S., "Static and dynamic stability of a single-degree-of-freedom autonomous system with distinct critical points" 4 : 529-540, 1996

      6 Tan, W., "Stability region analysis using polynomial and composite polynomial Lyapunov functions and sum-of-squares programming" 53 : 565-571, 2008

      7 Wendland, H., "Scattered data approximation, Cambridge Monographs on Applied and Computational Mathematics" Cambridge University Press 2005

      8 Buhmann, M. D., "Radial basis functions: Theory and implementations, Cambridge Monographs on Applied and Computational Mathematics" Cambridge University Press 2003

      9 Genesio, R., "On the estimation of asymptotic stability regions: State of the art and new proposals" 30 : 747-755, 1985

      10 Giesl, P., "Numerical determination of the basin of attraction for exponentially asymptotically autonomous dynamical systems" 74 : 3191-3203, 2011

      11 Khalil, H. K., "Nonlinear systems (3rd Ed.)" Prentice-Hall 2002

      12 M. Rezaiee-Pajand, "Nonlinear dynamic analysis by Dynamic Relaxation method" 국제구조공학회 28 (28): 549-570, 2008

      13 Tan, W., "Nonlinear control analysis and synthesis using sum-of-squares programming" University of California 2006

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      25 Pavlovi, R., "Dynamic stability of a thin-walled beam subjected to axial loads and end moments" 301 : 690-700, 2007

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      29 Camilli, F., "Control Lyapunov functions and Zubov's method" 47 : 301-326, 2008

      30 Giesl, P., "Construction of global Lyapunov functions using radial basis functions" Springer 1904 : 2007

      31 Giesl, P., "Construction of a local and global Lyapunov function using radial basis functions" 73 : 782-802, 2008

      32 Johansen, T. A., "Computation of Lyapunov functions for smooth nonlinear systems using convex optimization" 36 : 1617-1626, 2000

      33 Hetzler, H., "Analytical investigation of steady-state stability and Hopfbifurcations occurring in sliding friction oscillators with application to low-frequency disc brake noise" 12 : 83-99, 2007

      34 Lewis, A. P., "An investigation of stability of a control surface with structural nonlinearities in supersonic flow using Zubov’s methos" 325 : 338-361, 2009

      35 Lewis, A. P., "An investigation of stability in the large behaviour of a control surface with structural nonlinearities in supersonic flow" 256 : 725-754, 2002

      36 Hachicho, O., "A novel LMI-based optimization algorithm for the guaranteed estimation of the domain of attraction using rational Lyapunov functions" 344 : 535-552, 2007

      37 Dubljevi , S., "A new Lyapunov design approach for nonlinear systems based on Zubov's method" 38 : 1999-2007, 2002

      38 Ralston, A., "A first course in numerical analysis (2nd Ed.)" McGraw-Hill 1978

      39 Hafstein, S., "A constructive converse Lyapunov theorem on asymptotic stability for nonlinear autonomous ordinary differential equations" 20 : 281-299, 2005

      40 Fermín Guerrero-Sánchez, W., "A computational method for the determination of attraction regions" 1-7, 2009

      41 Davison, E.J., "A computational method for determining quadratic Lyapunov functions for non-linear systems" 7 : 627-636, 1971

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