Pregled bibliografske jedinice broj: 15219
A Few Implementations of Parallel Genetic Algorithm
A Few Implementations of Parallel Genetic Algorithm // Proceedings of the 20th International Conference on Information Technology Interfaces / Kalpić, Damir ; Hljuz Dobrić, Vesna (ur.).
Pula: Sveučilišni računski centar Sveučilišta u Zagrebu (Srce), 1998. str. 507-512 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni)
CROSBI ID: 15219 Za ispravke kontaktirajte CROSBI podršku putem web obrasca
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 : Sveučilišni računski centar Sveučilišta u Zagrebu (Srce), 1998, 507-512
Skup
20th Int. Conf. on Information Technology Interfaces ITI 98
Mjesto i datum
Pula, Hrvatska, 16.06.1998. - 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
