Pregled bibliografske jedinice broj: 648361
Asynchronous and implicitly parallel evolutionary computation models
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)
CROSBI ID: 648361 Za ispravke kontaktirajte CROSBI podršku putem web obrasca
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
Projekti:
036-0362980-1921 - Računalne okoline za sveprisutne raspodijeljene sustave (Srbljić, Siniša, MZO ) ( CroRIS)
Ustanove:
Fakultet elektrotehnike i računarstva, Zagreb
Citiraj ovu publikaciju:
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
