An overview of genetic algorithms

Yeniay, Özgür

An overview of genetic algorithms

Özgür YENİAY (Hacettepe Üniversitesi, Fen Fakültesi, İstatistik Bölümü, Ankara, Türkiye)

Anadolu Üniversitesi Bilim ve Teknoloji Dergisi :A-Uygulamalı Bilimler ve Mühendislik

4 0

Yıl: 2001 Cilt: 2 Sayı: 1 Sayfa Aralığı: 37 - 49 Metin Dili: Türkçe İndeks Tarihi: 29-07-2022

An overview of genetic algorithms

Öz:

Bu çalışmada, birçok farklı alanda başarıyla uygulanmalarından dolayı son yıllarda büyük ilgi gören Genetik Algoritmalar (GA) hakkında genel bilgi verilmektedir. GA'ların gösterim, seçme ve genetik operatörler gibi temelleri özetlenmekte ve şema teoremi olarak bilinen GA'ların temel teoremi incelenmektedir. GA'ların nasıl işlediğini açıklamak amacıyla basit bir örnek verilmektedir. Son olarak, Yöneylem Araştırması problemlerinde GA'ların uy-gulamalarına yönelik bir yayın taraması da sunulmaktadır.

Anahtar Kelime:

Genetik algoritmalara genel bir bakış

Öz:

In this paper, general knowledge about Genetic Algorithms (GAs), which have received much attention the past few years because of the fact that they have been successfully applied in several different fields of study, is given. The basic principles of GAs, such as representation, selection and genetic operators are summarized and the fundamental theorem of GAs, the so-called schema theorem, is discussed. A simple example is given in order to explain how they work. Finally, a literature survey for the applications of GAs to Operational Research (OR) problems is also provided.

Anahtar Kelime:

Belge Türü: Makale Makale Türü: Derleme Erişim Türü: Erişime Açık

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APA	Yeniay Ö (2001). An overview of genetic algorithms. , 37 - 49.
Chicago	Yeniay Özgür An overview of genetic algorithms. (2001): 37 - 49.
MLA	Yeniay Özgür An overview of genetic algorithms. , 2001, ss.37 - 49.
AMA	Yeniay Ö An overview of genetic algorithms. . 2001; 37 - 49.
Vancouver	Yeniay Ö An overview of genetic algorithms. . 2001; 37 - 49.
IEEE	Yeniay Ö "An overview of genetic algorithms." , ss.37 - 49, 2001.
ISNAD	Yeniay, Özgür. "An overview of genetic algorithms". (2001), 37-49.

APA	Yeniay Ö (2001). An overview of genetic algorithms. Anadolu Üniversitesi Bilim ve Teknoloji Dergisi :A-Uygulamalı Bilimler ve Mühendislik, 2(1), 37 - 49.
Chicago	Yeniay Özgür An overview of genetic algorithms. Anadolu Üniversitesi Bilim ve Teknoloji Dergisi :A-Uygulamalı Bilimler ve Mühendislik 2, no.1 (2001): 37 - 49.
MLA	Yeniay Özgür An overview of genetic algorithms. Anadolu Üniversitesi Bilim ve Teknoloji Dergisi :A-Uygulamalı Bilimler ve Mühendislik, vol.2, no.1, 2001, ss.37 - 49.
AMA	Yeniay Ö An overview of genetic algorithms. Anadolu Üniversitesi Bilim ve Teknoloji Dergisi :A-Uygulamalı Bilimler ve Mühendislik. 2001; 2(1): 37 - 49.
Vancouver	Yeniay Ö An overview of genetic algorithms. Anadolu Üniversitesi Bilim ve Teknoloji Dergisi :A-Uygulamalı Bilimler ve Mühendislik. 2001; 2(1): 37 - 49.
IEEE	Yeniay Ö "An overview of genetic algorithms." Anadolu Üniversitesi Bilim ve Teknoloji Dergisi :A-Uygulamalı Bilimler ve Mühendislik, 2, ss.37 - 49, 2001.
ISNAD	Yeniay, Özgür. "An overview of genetic algorithms". Anadolu Üniversitesi Bilim ve Teknoloji Dergisi :A-Uygulamalı Bilimler ve Mühendislik 2/1 (2001), 37-49.