Title :
Modal truncation of parabolic equations using the Galerkin method and inverse matrix approximations
Author :
Chattergy, Rahul ; Syrmos, Vassilis L.
Author_Institution :
Dept. of Electr. Eng., Hawaii Univ., Honolulu, HI, USA
Abstract :
Examines system reduction of parabolic systems using modal truncation. The parabolic distributed system is first approximated using the Galerkin method. The system matrices have a special structure that allow the authors to find the approximate spectrum of the parabolic system. To do this the authors compute approximate inverses of tridiagonal, diagonally dominant symmetric matrices. This approximation leads to algorithms of order O(n), as opposed to traditional algorithms of order O(n3), where n is the order of the system. Finally an example is presented to illustrate the proposed algorithm
Keywords :
Galerkin method; computational complexity; distributed parameter systems; matrix algebra; parabolic equations; reduced order systems; Galerkin method; inverse matrix approximations; modal truncation; parabolic distributed system; parabolic equations; parabolic systems; system reduction; tridiagonal diagonally dominant symmetric matrices; Approximation algorithms; Contracts; Distributed parameter systems; Equations; Moment methods; Optimal control; Reduced order systems; Stability analysis; State-space methods; Symmetric matrices;
Conference_Titel :
Decision and Control, 1995., Proceedings of the 34th IEEE Conference on
Conference_Location :
New Orleans, LA
Print_ISBN :
0-7803-2685-7
DOI :
10.1109/CDC.1995.478649