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Pregled bibliografske jedinice broj: 648361

Asynchronous and implicitly parallel evolutionary computation models


Jakobović, Domagoj; Golub, Marin; Čupić, Marko
Asynchronous and implicitly parallel evolutionary computation models // Soft computing, 18 (2014), 6; 1225-1236 doi:10.1007/s00500-013-1140-5 (međunarodna recenzija, članak, znanstveni)


Naslov
Asynchronous and implicitly parallel evolutionary computation models

Autori
Jakobović, Domagoj ; Golub, Marin ; Čupić, Marko

Izvornik
Soft computing (1432-7643) 18 (2014), 6; 1225-1236

Vrsta, podvrsta i kategorija rada
Radovi u časopisima, članak, znanstveni

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.

Izvorni jezik
Engleski

Znanstvena područja
Računarstvo



POVEZANOST RADA


Projekt / tema
036-0362980-1921 - Računalne okoline za sveprisutne raspodijeljene sustave (Siniša Srbljić, )

Ustanove
Fakultet elektrotehnike i računarstva, Zagreb

Časopis indeksira:


  • Current Contents Connect (CCC)
  • Web of Science Core Collection (WoSCC)
    • Science Citation Index Expanded (SCI-EXP)
    • SCI-EXP, SSCI i/ili A&HCI
  • Scopus


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