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Pregled bibliografske jedinice broj: 3705

Traditional Techniques of Genetic Algorithms Applied to Floating-Point Chromosome Representations


Budin, Leo; Golub, Marin; Budin-Posavec, Andrea
Traditional Techniques of Genetic Algorithms Applied to Floating-Point Chromosome Representations // Proceedings of the 41st Annual Conference KoREMA / Perić, Nedjeljko (ur.).
Zagreb: KoREMA, Unska 3, Zagreb, Hrvatska, 1996. str. 93-96 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni)


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Naslov
Traditional Techniques of Genetic Algorithms Applied to Floating-Point Chromosome Representations

Autori
Budin, Leo ; Golub, Marin ; Budin-Posavec, Andrea

Vrsta, podvrsta i kategorija rada
Radovi u zbornicima skupova, cjeloviti rad (in extenso), znanstveni

Izvornik
Proceedings of the 41st Annual Conference KoREMA / Perić, Nedjeljko - Zagreb : KoREMA, Unska 3, Zagreb, Hrvatska, 1996, 93-96

Skup
41st Annual Conference KoREMA

Mjesto i datum
Opatija, Hrvatska, 18-20.09.1996

Vrsta sudjelovanja
Predavanje

Vrsta recenzije
Međunarodna recenzija

Ključne riječi
genetic algorithms; floating-point chromosome representation; reducing operating scope; fine local tuning

Sažetak
The choice of chromosome representation in genetic algorithms depends on the variables of the optimization problem being solved. If the variables are real-valued, the chromosomes can be represented as fixed-point integer values which enables the use of classical genetic operators defined for binary strings. Another possible chromosome representation is using floating-point numbers directly. In this case, genetic operators have to be defined additionaly. This paper presents a different approach: floating-point chromosome representation with traditional genetic operators. In order to achieve fine local tuning of the solutions, a mapping is defined which dynamically changes the operating scope of genetic operators.

Izvorni jezik
Engleski

Znanstvena područja
Računarstvo



POVEZANOST RADA


Projekti:
036014
036023

Ustanove:
Fakultet elektrotehnike i računarstva, Zagreb

Profili:

Avatar Url Leo Budin (autor)

Avatar Url Andrea Budin-Posavec (autor)

Avatar Url Marin Golub (autor)


Citiraj ovu publikaciju:

Budin, Leo; Golub, Marin; Budin-Posavec, Andrea
Traditional Techniques of Genetic Algorithms Applied to Floating-Point Chromosome Representations // Proceedings of the 41st Annual Conference KoREMA / Perić, Nedjeljko (ur.).
Zagreb: KoREMA, Unska 3, Zagreb, Hrvatska, 1996. str. 93-96 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni)
Budin, L., Golub, M. & Budin-Posavec, A. (1996) Traditional Techniques of Genetic Algorithms Applied to Floating-Point Chromosome Representations. U: Perić, N. (ur.)Proceedings of the 41st Annual Conference KoREMA.
@article{article, author = {Budin, Leo and Golub, Marin and Budin-Posavec, Andrea}, editor = {Peri\'{c}, N.}, year = {1996}, pages = {93-96}, keywords = {genetic algorithms, floating-point chromosome representation, reducing operating scope, fine local tuning}, title = {Traditional Techniques of Genetic Algorithms Applied to Floating-Point Chromosome Representations}, keyword = {genetic algorithms, floating-point chromosome representation, reducing operating scope, fine local tuning}, publisher = {KoREMA, Unska 3, Zagreb, Hrvatska}, publisherplace = {Opatija, Hrvatska} }
@article{article, author = {Budin, Leo and Golub, Marin and Budin-Posavec, Andrea}, editor = {Peri\'{c}, N.}, year = {1996}, pages = {93-96}, keywords = {genetic algorithms, floating-point chromosome representation, reducing operating scope, fine local tuning}, title = {Traditional Techniques of Genetic Algorithms Applied to Floating-Point Chromosome Representations}, keyword = {genetic algorithms, floating-point chromosome representation, reducing operating scope, fine local tuning}, publisher = {KoREMA, Unska 3, Zagreb, Hrvatska}, publisherplace = {Opatija, Hrvatska} }




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