BibTex RIS Cite

THE GENETIC ALGORITHM METHOD FOR PARAMETER ESTIMATION IN NONLINEAR REGRESSION

Year 2004, Volume: 17 Issue: 2, 43 - 51, 06.08.2010

Bülent Altunkaynak , Alptekin Esin

https://izlik.org/JA39DG52BY

Abstract

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

Keywords

Nonlinear Regression S-Type Growth Model Genetic Algorithms

Year 2004, Volume: 17 Issue: 2, 43 - 51, 06.08.2010

Bülent Altunkaynak , Alptekin Esin

https://izlik.org/JA39DG52BY

Abstract

There are 0 citations in total.

Details

Primary Language English
Authors

Bülent Altunkaynak

Alptekin Esin This is me

Publication Date August 6, 2010
IZ https://izlik.org/JA39DG52BY
Published in Issue Year 2004 Volume: 17 Issue: 2

Cite

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. https://izlik.org/JA39DG52BY
AMA 1.Altunkaynak B, Esin A. THE GENETIC ALGORITHM METHOD FOR PARAMETER ESTIMATION IN NONLINEAR REGRESSION. Gazi University Journal of Science. 2010;17(2):43-51. https://izlik.org/JA39DG52BY
Chicago Altunkaynak, Bülent, and Alptekin Esin. 2010. “THE GENETIC ALGORITHM METHOD FOR PARAMETER ESTIMATION IN NONLINEAR REGRESSION”. Gazi University Journal of Science 17 (2): 43-51. https://izlik.org/JA39DG52BY.
EndNote Altunkaynak B, Esin A (August 1, 2010) THE GENETIC ALGORITHM METHOD FOR PARAMETER ESTIMATION IN NONLINEAR REGRESSION. Gazi University Journal of Science 17 2 43–51.
IEEE [1]B. Altunkaynak and A. Esin, “THE GENETIC ALGORITHM METHOD FOR PARAMETER ESTIMATION IN NONLINEAR REGRESSION”, Gazi University Journal of Science, vol. 17, no. 2, pp. 43–51, Aug. 2010, [Online]. Available: https://izlik.org/JA39DG52BY
ISNAD Altunkaynak, Bülent - Esin, Alptekin. “THE GENETIC ALGORITHM METHOD FOR PARAMETER ESTIMATION IN NONLINEAR REGRESSION”. Gazi University Journal of Science 17/2 (August 1, 2010): 43-51. https://izlik.org/JA39DG52BY.
JAMA 1.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, and Alptekin Esin. “THE GENETIC ALGORITHM METHOD FOR PARAMETER ESTIMATION IN NONLINEAR REGRESSION”. Gazi University Journal of Science, vol. 17, no. 2, Aug. 2010, pp. 43-51, https://izlik.org/JA39DG52BY.
Vancouver 1.Bülent Altunkaynak, Alptekin Esin. THE GENETIC ALGORITHM METHOD FOR PARAMETER ESTIMATION IN NONLINEAR REGRESSION. Gazi University Journal of Science [Internet]. 2010 Aug. 1;17(2):43-51. Available from: https://izlik.org/JA39DG52BY