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Pregled bibliografske jedinice broj: 648361

Časopis

Autori: Jakobović, Domagoj; Golub, Marin; Čupić, Marko
Naslov: Asynchronous and implicitly parallel evolutionary computation models
Izvornik: Soft computing (1432-7643) 18 (2014), 6; 1225-1236
Vrsta rada: članak
Ključne riječi: evolutionary algorithms; parallelization; asynchronous algorithms
Sažetak:
This paper presents the design and the application of asynchronous models of parallel evolutionary algorithms. An overview of the existing parallel evolutionary algorithm (PEA) models and available implementations is given. We present new PEA models in the form of asynchronous algorithms and implicit parallelization, as well as experimental data on their efficiency. The paper also discusses the definition of speedup in PEAs and proposes an appropriate speedup measurement procedure. The described parallel EA algorithms are tested on problems with varying degrees of computational complexity. The results show good efficiency of asynchronous and implicit models compared to existing parallel algorithms.
Projekt / tema: 036-0362980-1921
Izvorni jezik: ENG
Rad je indeksiran u
bazama podataka:
SCI-EXP, SSCI i/ili A&HCI
Current Contents Connect (CCC)
Science Citation Index Expanded (SCI-EXP) (sastavni dio Web of Science Core Collectiona)
Scopus
Kategorija: Znanstveni
Znanstvena područja:
Računarstvo
Puni text rada: 648361.500_2013_1140_Author.pdf (tekst priložen 20. Svi. 2014. u 16:24 sati)
URL Internet adrese: http://link.springer.com/article/10.1007%2Fs00500-013-1140-5
Broj citata:
Altmetric:
DOI: 10.1007/s00500-013-1140-5
URL cjelovitog teksta:
Google Scholar: Asynchronous and implicitly parallel evolutionary computation models
Upisao u CROSBI: Domagoj Jakobović (domagoj.jakobovic@fer.hr), 19. Lis. 2013. u 20:33 sati



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