Szczegóły publikacji
Opis bibliograficzny
Multi-objective optimization technique based on co-evolutionary interactions in multi-agent system / Rafał DREŻEWSKI, Leszek SIWIK // W: Applications of evolutionary computing : EvoWorkshops 2007 : EvoCOMNET, EvoFIN, EvoIASO, EvoINTERACTION, EvoMUSART, EvoSTOC and EvoTRANSLOG : Valencia, Spain, April 11–13, 2007 : proceedings / eds. Mario Giacobini, [et al.]. — Berlin ; Heidelberg : Springer-Verlag, cop. 2007. — (Lecture Notes in Computer Science ; ISSN 0302-9743 ; 4448). — ISBN: 978-3-540-71804-8; ISBN: 3-540-71804-4. — S. 179–188. — Bibliogr. s. 188, Abstr. — Toż. W: EVO* 2007 [Dokument elektroniczny] : joint conference on Evolutionary Computing, EuroGP, EvoCOP, EvoBIO, and EvoWorkshops : Valencia, Spain, April 11–13, 2007 : proceedings. — Wersja do Windows. — Dane tekstowe. — [Berlin ; Heidelberg] : Springer-Verlag, cop. 2007. — 1 dysk optyczny. — (LNCD 4445 ; LNCS 4446 ; LNCS 4447 ; LNCS 4448). — ISBN 978-3-540-71602-0 ; ISBN 978-3-540-71614-3 ; ISBN 978-3-540-71782-9 ; ISBN 978-3-540-71804-8. — S. [1–10]. — Wymagania systemowe: Adobe Acrobat Reader ; napęd CD-ROM. — Bibliogr. s. [10]
Autorzy (2)
Dane bibliometryczne
| ID BaDAP | 36474 |
|---|---|
| Data dodania do BaDAP | 2008-01-21 |
| Rok publikacji | 2007 |
| Typ publikacji | materiały konferencyjne (aut.) |
| Otwarty dostęp |  |
| Czasopisma/serie | Lecture Notes in Computer Science, Theoretical Computer Science and General Issues |
Abstract
Co-evolutionary techniques for evolutionary algorithms help overcoming limited adaptive capabilities of evolutionary algorithms, and maintaining population diversity. In this paper the idea and formal model of agent-based realization of predator-prey co-evolutionary algorithm is presented. The effect of using such approach is not only the location of Pareto frontier but also maintaining of useful population diversity. The presented system is compared to classical multi-objective evolutionary algorithms with the use of Kursawe test problem and the problem of effective portfolio building.
