| Naslov: | Performance comparison of self-adaptive and adaptive differential evolution algorithms |
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| Avtorji: | ID Brest, Janez (Avtor)
ID Bošković, Borko (Avtor)
ID Greiner, Sašo (Avtor)
ID Žumer, Viljem (Avtor)
ID Sepesy Maučec, Mirjam (Avtor) |
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| Datoteke: |  http://dx.doi.org/10.1007/s00500-006-0124-0
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| Jezik: | Angleški jezik |
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| Vrsta gradiva: | Neznano |
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| Tipologija: | 1.01 - Izvirni znanstveni članek |
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| Organizacija: | FERI - Fakulteta za elektrotehniko, računalništvo in informatiko
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| Opis: | 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. |
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| Ključne besede: | differential evolution, control parameter, fitness function, optimization, self-adaption |
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| Leto izida: | 2007 |
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| PID: | 20.500.12556/DKUM-27473  |
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| UDK: | 681.5 |
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| COBISS.SI-ID: | 11150358 |
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| ISSN pri članku: | 1432-7643 |
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| NUK URN: | URN:SI:UM:DK:AX40REXA |
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| Datum objave v DKUM: | 01.06.2012 |
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| Število ogledov: | 2444 |
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| Število prenosov: | 99 |
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| Metapodatki: |    |
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| Področja: | Ostalo
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