Title :
New algorithms for second order model reduction based on Krylov projections
Author :
Teng, Cong ; Li, Xia
Author_Institution :
Sch. of Stat. & Math., Shandong Economic Univ., Jinan, China
Abstract :
We consider structure preserving dimension reduction of second order dynamical systems. Two new Krylov projection based algorithms are proposed which work good and fast in experiments. Both algorithms are suitable for large scale settings. They have some numerical advantages as well compared to existing algorithms in terms of time cost and eliminant of some ill-conditioning.
Keywords :
reduced order systems; Krylov projection based algorithm; second order dynamical system; second order model reduction; structure preserving dimension reduction; time cost; Approximation algorithms; Buildings; Differential equations; Frequency response; Heuristic algorithms; Numerical models; Reduced order systems;
Conference_Titel :
Electric Information and Control Engineering (ICEICE), 2011 International Conference on
Conference_Location :
Wuhan
Print_ISBN :
978-1-4244-8036-4
DOI :
10.1109/ICEICE.2011.5778209