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A Few Implementations of Parallel Genetic Algorithm


Golub, Marin; Jakobović, Domagoj
A Few Implementations of Parallel Genetic Algorithm // Proceedings of the 20th International Conference on Information Technology Interfaces / Kalpić, Damir ; Hljuz Dobrić, Vesna (ur.).
Pula: SRCE University Computing Centre, 1998. str. 507-512 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni)


Naslov
A Few Implementations of Parallel Genetic Algorithm

Autori
Golub, Marin ; Jakobović, Domagoj

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

Izvornik
Proceedings of the 20th International Conference on Information Technology Interfaces / Kalpić, Damir ; Hljuz Dobrić, Vesna - Pula : SRCE University Computing Centre, 1998, 507-512

Skup
20th Int. Conf. on Information Technology Interfaces ITI ‘98

Mjesto i datum
Pula, Hrvatska, 16-19.06.1998

Vrsta sudjelovanja
Predavanje

Vrsta recenzije
Međunarodna recenzija

Ključne riječi
Genetic algorithm; multithreading; tournament selection; adaptive mutation

Sažetak
In this paper we describe the parallel genetic algorithm implementation using multithreading. The genetic algorithm was extended to deal with several genetic operators over binary vectors and floating-point numbers. Particularly, the possibilities of parallelisation of generational, steady-state and tournament selection are examined. The tournament selection appears to be the most suitable for parallel implementation.

Izvorni jezik
Engleski

Znanstvena područja
Računarstvo



POVEZANOST RADA


Projekt / tema
036014

Ustanove
Fakultet elektrotehnike i računarstva, Zagreb