DocumentCode :
3487073
Title :
An advanced genetic algorithm for designing 2-D FIR filters
Author :
Boudjelaba, Kamal ; Ros, Frédéric ; Chikouche, Djamel
Author_Institution :
Prisme Inst., Polytech´´Orleans, Orleans, France
fYear :
2011
fDate :
23-26 Aug. 2011
Firstpage :
60
Lastpage :
65
Abstract :
In this paper, a new genetic algorithm is proposed for designing 2-D FIR filters with the objective of being relevant and tractable. The key point of our approach stems in the capacity of our GA to adapt the genetic operators during the genetic life while remaining simple and easy to implement. It hybridizes the use of conventional and dedicated processes. The first are capable of covering a wide range of optimization problems without being sufficient. The second includes the filter design specificities and takes feedback from the current state of the genetic search. We demonstrate the method efficiency on various cases of filter design.
Keywords :
FIR filters; genetic algorithms; two-dimensional digital filters; 2D FIR filter designing; advanced genetic algorithm; genetic life; genetic operator; genetic search; optimization problem; Biological cells; Filtering algorithms; Finite impulse response filter; Genetic algorithms; Genetics; IIR filters; 2-D FIR digital filters; adaptive GA approach; real-valued chromosomes;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Communications, Computers and Signal Processing (PacRim), 2011 IEEE Pacific Rim Conference on
Conference_Location :
Victoria, BC
ISSN :
1555-5798
Print_ISBN :
978-1-4577-0252-5
Electronic_ISBN :
1555-5798
Type :
conf
DOI :
10.1109/PACRIM.2011.6032868
Filename :
6032868
Link To Document :
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