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Genetic Algorithms and Their Applications
Oleh:
Kwong, S.
;
He, Q.
;
Tang, K. S.
;
Man, K. F.
Jenis:
Article from Bulletin/Magazine
Dalam koleksi:
IEEE Signal Processing Magazine vol. 13 no. 6 (1996)
,
page 22-37.
Topik:
GENETIC ALGORITHM
;
genetic algorithms
;
applications
Ketersediaan
Perpustakaan Pusat (Semanggi)
Nomor Panggil:
SS26.1
Non-tandon:
1 (dapat dipinjam: 0)
Tandon:
tidak ada
Lihat Detail Induk
Isi artikel
This article introduces the genetic algorithm (GA) as an emerging optimization algorithm for signal processing. After a discussion of traditional optimization techniques, it reviews the fundamental operations of a simple GA and discusses procedures to improve its functionality. The properties of the GA that relate to signal processing are summarized, and a number of applications, such as IIR adaptive filtering, time delay estimation, active noise control, and speech processing, that are being successfully implemented are described.
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