Janez Brest (Avtor), Borko Bošković (Avtor), Sašo Greiner (Avtor), Viljem Žumer (Avtor), Mirjam Sepesy Maučec (Avtor)

Povzetek

Differential evolution (DE) has been shown to be a simple, yet powerful, evolutionary algorithm for global optimization. for many real problems. Adaptation, especially self-adaptation, has been found to be highly beneficial for adjusting control parameters, especially when done without any user interaction. This paper presents differential evolution algorithms, whichuse different adaptive or self-adaptive mechanisms applied to the control parameters. Detailed performance comparisons of these algorithms on the benchmark functions are outlined.

Ključne besede

differential evolution;control parameter;fitness function;optimization;self-adaption;

Podatki

Jezik: Angleški jezik
Leto izida:
Tipologija: 1.01 - Izvirni znanstveni članek
Organizacija: UM FERI - Fakulteta za elektrotehniko, računalništvo in informatiko
UDK: 681.5
COBISS: 11150358 Povezava se bo odprla v novem oknu
ISSN: 1432-7643
Št. ogledov: 1647
Št. prenosov: 75
Ocena: 0 (0 glasov)
Metapodatki: JSON JSON-RDF JSON-LD TURTLE N-TRIPLES XML RDFA MICRODATA DC-XML DC-RDF RDF

Ostali podatki

Sekundarni jezik: Angleški jezik
URN: URN:SI:UM:
Strani: str. 617-629
Letnik: ǂVol. ǂ11
Zvezek: ǂno. ǂ7
Čas izdaje: 2007
ID: 8718657