Title :
Investigating the Effects of Control Parameters of Differential Evolution Algorithm on Adaptive Linear Combiner Design
Author :
Nalan Yigit;Canan Aslihan Koyuncu;Nurhan Karaboga
Author_Institution :
Elektrik Elektronik M?hendisli?i B?l?m?, M?hendislik Fak?ltesi, Erciyes ?niversitesi, 38090, Talas, Kayseri. e-posta: nalanygt@yahoo.com
fDate :
6/1/2007 12:00:00 AM
Abstract :
Adaptive filters are digital filters capable of self-adjustment. If the statistical characteristic of the input data varies with respect to time or the required knowledge about input data is not satisfactory, adaptive filters are needed. In this paper, an adaptive finite impulse response filter is designed by using Differential Evolution Algorithm and the effect of control parameters, combination factor and scaling factor, on the performance of Differential Evolution Algorithm is investigated.
Keywords :
"Programmable control","Adaptive control","Algorithm design and analysis","Adaptive filters","Optimal control","Digital filters","Finite impulse response filter","Chromium"
Conference_Titel :
Signal Processing and Communications Applications, 2007. SIU 2007. IEEE 15th
Print_ISBN :
1-4244-0719-2
DOI :
10.1109/SIU.2007.4298833