Title :
An application of genetic algorithms with guiding strategy in the design of digital filter
Author :
Yang, Liu ; Shiquan, Shao ; Hui, Zhao ; Liao, Xiaofeng ; Yu Juebang
Author_Institution :
Sch. of Electron. Eng., Univ. of Electron. Sci. & Technol. of China, Chengdu, China
Abstract :
In this paper, an application of genetic algorithm with guiding strategy in the design of a stable 1D IIR digital filter is presented. The difference between traditional GA (genetic algorithm) and our modified GA is given in detail. A stable 1D IIR filter design example is given to justify the effectiveness and advantages of the proposed design method.
Keywords :
IIR filters; digital filters; genetic algorithms; linear phase filters; stability; 1D IIR digital filter; GA; genetic algorithms; guiding strategy; linear phase filters; stable constraint; Algorithm design and analysis; Design methodology; Digital filters; Evolution (biology); Finite impulse response filter; Genetic algorithms; Genetic mutations; IIR filters; Multidimensional signal processing; Signal processing algorithms;
Conference_Titel :
Communications, Circuits and Systems, 2004. ICCCAS 2004. 2004 International Conference on
Print_ISBN :
0-7803-8647-7
DOI :
10.1109/ICCCAS.2004.1346377
