Title :
Time variable gram matrix eigenproblem and its application to optimal identification of continuous systems
Author :
Byrski, Witold ; Fuksa, Stanislaw
Author_Institution :
Inst. of Automatics, Univ. of Min. & Metall., Krakow, Poland
fDate :
Aug. 31 1999-Sept. 3 1999
Abstract :
In the paper the new idea of the calculation of eigenvalues and eigenvectors for time dependent matrix G(t) is presented. This algorithm is based on the solution of some nonlinear differential equation which is fulfilled on eigenvectors Q(t) of matrix G(t) and it is faster than classical methods for eigenproblem solution. The solution has some properties of local stability especially for the states near the minimal eigenvector. Hence it can be used in on-line application (for each t). The application of this algorithm to solution of optimal parameter identification of continuous SISO systems is also pointed. (is presented).
Keywords :
continuous systems; eigenvalues and eigenfunctions; identification; matrix algebra; nonlinear differential equations; stability; continuous SISO system; local stability; nonlinear differential equation; optimal identification; time variable gram matrix eigenproblem; Convolution; Differential equations; Eigenvalues and eigenfunctions; Jacobian matrices; Mathematical model; Minimization; Symmetric matrices; continuous systems; eigenproblem algorithms; parameter identification;
Conference_Titel :
Control Conference (ECC), 1999 European
Conference_Location :
Karlsruhe
Print_ISBN :
978-3-9524173-5-5