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