Title :
Minimal value parameters in RKHS
Author :
Souilem, Nadia ; Messaoud, Hassani
Author_Institution :
Unite de Rech. ATSI, Ecole Nat. d´Ing. de Monastir, Monastir, Tunisia
Abstract :
In this paper we develop a new algorithm to find the minimal value of the parameter number in the Reproducing Kernel Hilbert Space (RKHS) model which is the number of input / output measurements contained in a learning set. The proposed algorithm consists of computing a criterion for increasing values of this number and repering the value for which the criterion jumps suddenly. The proposed algorithm is validated on a chemical reactor.
Keywords :
Hilbert spaces; matrix algebra; RKHS model; input-output measurement; minimal value parameter; reproducing kernel Hilbert space; Economic indicators; Indium phosphide; Chemical Reactor; Determinant ratio; Jump; Model order; RKHS; RN; SLT;
Conference_Titel :
Communications, Computing and Control Applications (CCCA), 2011 International Conference on
Conference_Location :
Hammamet
Print_ISBN :
978-1-4244-9795-9
DOI :
10.1109/CCCA.2011.6031477
