Title :
Solution of robust pole-placement problem via gradient flow
Author :
Lam, J. ; Yan, W.
Author_Institution :
Dept. of Mech. Eng., Hong Kong Univ., Hong Kong
fDate :
29 June-1 July 1994
Abstract :
This paper provides a computational procedure for a type of robust pole-placement problem. By exploiting the differentiability nature of the objective function based on the Frobenius norm condition number, the minimization problem is formulated in terms of a gradient flow to which standard ordinary differential equation numerical routines can be applied. It is shown that a minimum point exists for the objective function. The algorithm is efficient and faces no singularity problem with the resulting eigenvector matrix. A numerical example is used to illustrate the technique and comparison to other methods is made.
Keywords :
control system analysis; differential equations; eigenvalues and eigenfunctions; linear systems; matrix algebra; minimisation; pole assignment; state feedback; Frobenius norm condition; eigenvector matrix; gradient flow; linear time invariant system; minimization; objective function; ordinary differential equation; robust pole-placement; state feedback; Analog computers; Control engineering; Control engineering computing; Control systems; Differential equations; Eigenvalues and eigenfunctions; Mathematics; Mechanical engineering; Minimization methods; Robustness;
Conference_Titel :
American Control Conference, 1994
Print_ISBN :
0-7803-1783-1
DOI :
10.1109/ACC.1994.752502