Title :
Regions of parameter identifiability
Author_Institution :
Iowa State University, Ames, Iowa
Abstract :
A procedure for computing explicit regions in the parameter space in which the Gauss-Newton method will converge to a unique solution is developed. The computed convergence regions are applicable in any control systems applications using the Gauss-Newton method. The uniqueness result is of value by itself because it is independent of the Gauss-Newton procedure and gives explicit regions of parameter identifiability. The main feature is the computational aspect which makes use of interval analysis.
Keywords :
Convergence; Gaussian processes; Least squares methods; Newton method; Recursive estimation;
Conference_Titel :
Decision and Control including the 13th Symposium on Adaptive Processes, 1974 IEEE Conference on
Conference_Location :
Phoenix, AZ, USA
DOI :
10.1109/CDC.1974.270478