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
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;
Conference_Titel :
American Control Conference, 2005. Proceedings of the 2005
Print_ISBN :
0-7803-9098-9
Electronic_ISBN :
0743-1619
DOI :
10.1109/ACC.2005.1470309
