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A Lyapunov Equation Based Approach for Asymptotic Stability Analysis of Uncertain Dynamical Systems
作者:MENG Lin
来源:本站原创
更新时间:2013/9/18 9:26:00
正文:

  School of Mathematics and Systems Science, Beijing University of Aeronautics and       Astronautics, Beijing, 100191, China. Contact person: Meng Lin,

Abstract: We in this paper provide a real root classification based approach for asymptotic stability analysis of uncertain polynomial dynamical systems. We start from linearizing an uncertain polynomial dynamical system and then formulate the asymptotic stability problem of its equilibria as a semi-algebraic system, which consists of the equilibrium equations, the Lyapunov equation and certain inequalities used for checking the positive-definiteness of a matrix. Afterward, with real root classification, we obtain a sufficient condition, which is a set of analytic inequalities on the parameters, for the system to have the prescribed number of asymptotically stable equilibria. Finally, some experimental examples are used to demonstrate the feasibility of this approach.
Key words: asymptotic stability; Lyapunov equation; semi-algebraic systems; real root classification

 

 

References
[1]P. Lancaster and M. Tismenetsky, The Theory of Matrices: With Applications. London: Academic Press, 1985.
[2]S. G. Nersesov and W. M. Haddad, “On the stability and control of nonlinear dynamical systems via vector Lyapunov functions,” IEEE TRANSACTIONS ON AUTOMATIC CONTROL, vol. 51, pp. 203–15, 2006.
[3]Z. She, B. Xia, X. Rong, and Z. Zheng, “A semi-algebraic approach for asymptotic stability analysis,” Nonlinear Analysis: Hybrid Systems, vol. 3, pp. 588–596, 2009.
[4]Z. She, B. Xue, and Z. Zheng, “Algebraic analysis on asymptotic stability of continuous dynamical systems,” in Proceedings of the 36th international symposium on Symbolicand algebraic computation, 2011.
[5]Y. Nesterov and A. Nemirovskii, Interior Point Polynomial Algorithms in Convex Programming. Society for Industrial and Applied Mathematics, 1994.
[6]P. A. Parrilo, “Structured semidefinite programs and semialgebraic geometry methods in robust and optimization,” Ph.D. dissertation, Technology California Institute of Pasadena, CA, 1994.
[7]G. E. Collins and H. Hong, “Partial cylindrical algebraic decomposition for quantifier elimination,” Journal of Symbolic Computation, vol. 12, pp. 299–328, 1991.
[8]P. Aubry, D. Lazard, and M. M. Maza, “On the theories of triangular sets,” Journal of Symbolic Computation, vol. 28, pp. 105–124, 1999.
[9]L. Yang and B. Xia, “Real solution classification for parametric semi-algebraic systems,” Algorithmic Algebra and Logic, vol. Proceedings of the A3L, pp. 281–289, 2005.
[10]C. W. Brown, “Qepcad b: A program for computing with semi-algebraic sets using cads,” SIGSAM BULLETIN, vol. 37, pp. 97–108, 2003.
[11]Dolzmann and T. Sturm, “Redlog: Computer algebra meets computer logic,” ACM SIGSAM Bulletin, vol. 24, pp. 209–231, 1997.
[12]Xia, “Discoverer: A tool for solving semi-algebraic systems,” ACM SIGSAM Bulletin, vol. 41, pp. 102–103, 2007.
[13]Wang and B. Xia, “Stability analysis of biological systems with real solution classification,” in Proceedings of the 2005 international symposium on Symbolic and algebraic computation, 2005, pp. 354–361.
[14]W. Niu and D. Wang, “Algebraic analysis of stability and bifurcation of a self-assembling micelle system,” Applied Mathematics and Computation, vol. 219, pp. 108–121, 2012.
[15]T. Sturm, A. Weber, E. O. Abdel-Rahman, and M. E. Kahoui, “Investigating algebraic and logical algorithms to solve hopfbifurcation problems in algebraic biology,” MATHEMATICSIN COMPUTER SCIENCE, vol. 2, pp. 493–515, 2009.
[16]H. K. Khalil, Nonlinear Systems, 3rd ed. Prentice Hall, 2010.
[17]Lyapunov, Stability of Motion. New York, London: Academic Press, 1966.
[18]S.-N. Chow and J. K. Hale, Methods of Bifurcation Theory. New York: Springer, 1982.
[19]M. E. Kahouia and A. Weber, “Deciding hopf bifurcation byquantifier elimination in a software-component architecture,” Journal of Symbolic Computation, vol. 30, pp. 161–179, 2000.

 

作者简介:孟琳,女,汉族,山东淄博人,现就读于北京航空航天大学系统与科学学院,2011级学生,硕士研究生在读,方向为动力系统;本科就读于北京科技大学数理学院,信息与计算科学专业。
  

 
 
   
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