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THE GENETIC ALGORITHM METHOD FOR PARAMETER ESTIMATION IN NONLINEAR REGRESSION

Yıl 2004, Cilt: 17 Sayı: 2, 43 - 51, 06.08.2010

Bülent Altunkaynak Alptekin Esin

Öz

ABSTRACT

In  this  study,  an  alternative  method has been proposed for the parameter estimation in non-linear regression. This method is the  genetic algorithms technique which is widely used in recent years. Unlike other parameter estimation methods, genetic algorithms  do not require supplementary information and thus are functional for practical purposes. Genetic algorithms are shown to achieve effective solutions compared to other methods in the S-type growth models. The results have established that genetic  algorithms with no need for auxiliary information can be used for parameter estimation in non-linear regression.     

 

Key Words: Nonlinear Regression, S-Type Growth Model, Genetic Algorithms

Anahtar Kelimeler

Nonlinear Regression S-Type Growth Model Genetic Algorithms

Yıl 2004, Cilt: 17 Sayı: 2, 43 - 51, 06.08.2010

Bülent Altunkaynak Alptekin Esin

Öz

Toplam 0 adet kaynakça vardır.

Ayrıntılar

Birincil Dil İngilizce
Bölüm Statistics
Yazarlar

Bülent Altunkaynak

Alptekin Esin Bu kişi benim

Yayımlanma Tarihi 6 Ağustos 2010
Yayımlandığı Sayı Yıl 2004 Cilt: 17 Sayı: 2

Kaynak Göster

APA Altunkaynak, B., & Esin, A. (2010). THE GENETIC ALGORITHM METHOD FOR PARAMETER ESTIMATION IN NONLINEAR REGRESSION. Gazi University Journal of Science, 17(2), 43-51.
AMA Altunkaynak B, Esin A. THE GENETIC ALGORITHM METHOD FOR PARAMETER ESTIMATION IN NONLINEAR REGRESSION. Gazi University Journal of Science. Ağustos 2010;17(2):43-51.
Chicago Altunkaynak, Bülent, ve Alptekin Esin. “THE GENETIC ALGORITHM METHOD FOR PARAMETER ESTIMATION IN NONLINEAR REGRESSION”. Gazi University Journal of Science 17, sy. 2 (Ağustos 2010): 43-51.
EndNote Altunkaynak B, Esin A (01 Ağustos 2010) THE GENETIC ALGORITHM METHOD FOR PARAMETER ESTIMATION IN NONLINEAR REGRESSION. Gazi University Journal of Science 17 2 43–51.
IEEE B. Altunkaynak ve A. Esin, “THE GENETIC ALGORITHM METHOD FOR PARAMETER ESTIMATION IN NONLINEAR REGRESSION”, Gazi University Journal of Science, c. 17, sy. 2, ss. 43–51, 2010.
ISNAD Altunkaynak, Bülent - Esin, Alptekin. “THE GENETIC ALGORITHM METHOD FOR PARAMETER ESTIMATION IN NONLINEAR REGRESSION”. Gazi University Journal of Science 17/2 (Ağustos 2010), 43-51.
JAMA Altunkaynak B, Esin A. THE GENETIC ALGORITHM METHOD FOR PARAMETER ESTIMATION IN NONLINEAR REGRESSION. Gazi University Journal of Science. 2010;17:43–51.
MLA Altunkaynak, Bülent ve Alptekin Esin. “THE GENETIC ALGORITHM METHOD FOR PARAMETER ESTIMATION IN NONLINEAR REGRESSION”. Gazi University Journal of Science, c. 17, sy. 2, 2010, ss. 43-51.
Vancouver Altunkaynak B, Esin A. THE GENETIC ALGORITHM METHOD FOR PARAMETER ESTIMATION IN NONLINEAR REGRESSION. Gazi University Journal of Science. 2010;17(2):43-51.