DocumentCode
3550887
Title
A novel termination criterion for optimization
Author
Padmanabhan, Venkatram ; Rhinehart, R. Russell
Author_Institution
Sch. of Chem. Eng., Oklahoma State Univ., Stillwater, OK, USA
fYear
2005
fDate
8-10 June 2005
Firstpage
2281
Abstract
A novel method for identification of steady state is demonstrated as the termination criterion for the optimization stage of modeling empirical data. The method is computationally efficient, robust and provides advantages over existing methods. It is described, and its utility is demonstrated on modeling simulated data.
Keywords
identification; least squares approximations; optimisation; empirical data; least squares optimization; optimization stage; steady state identification; stop-iteration criterion; termination criterion; Chemical engineering; Computational modeling; Convergence; Humans; Least squares methods; Newton method; Optimization methods; Recursive estimation; Robustness; Steady-state;
fLanguage
English
Publisher
ieee
Conference_Titel
American Control Conference, 2005. Proceedings of the 2005
ISSN
0743-1619
Print_ISBN
0-7803-9098-9
Electronic_ISBN
0743-1619
Type
conf
DOI
10.1109/ACC.2005.1470309
Filename
1470309
Link To Document