Empirical modeling of magnetoresistance and electrical resistivity properties of electrodeposited CuCoNi alloys
[ N/A ]
Tarih
2009
Dergi Başlığı
Dergi ISSN
Cilt Başlığı
Yayıncı
National Institute of Optoelectronics
Erişim Hakkı
info:eu-repo/semantics/closedAccess
Özet
This article presents Genetic Programming (GP) as a new tool for the formulations of magnetoresistance and electrical resistivity properties of electrodeposited CuCoNi alloys. There are no well established formulations for predicting magnetoresistance and electrical resistivity properties of electrodeposited alloys related to film composition. Therefore, the objective of this paper is to develop robust formulations based on the experimental data and to verify the use of GP for generating the formulations for magnetoresistance and electrical resistivity of electrodeposited CuCoNi alloys. To generate databases for the magnetoresistance and electrical resistivity formulations training and testing sets in total of 144 samples were selected at different temperatures and ratios of components. The training and testing sets consisted of randomly selected 123 and 21 for magnetoresistance formulation and 115 and 29 for the electrical resistivity, respectively. The paper shows that the GP based formulation appears to well agree with the experimental data and this is found to be quite reliable.
Açıklama
Anahtar Kelimeler
CuCoNi, Electrodeposition, Magnetoresistance
Kaynak
Journal of Optoelectronics and Advanced Materials
WoS Q Değeri
Scopus Q Değeri
Q4
Cilt
11
Sayı
3
