Szczegóły publikacji
Opis bibliograficzny
A co-evolutionary multi-agent system for multi-modal function optimization / Rafał DREŻEWSKI // W: Computational Science – ICCS 2004 : 4th International Conference : Kraków, Poland, June 6–9, 2004 : proceedings , Pt. 3 / eds. Marian Bubak, Geert Dick van Albada [et al.]. — Berlin [etc.] : Springer-Verlag, 2004. — ( Lecture Notes in Computer Science ; ISSN 0302-9743 ; LNCS 3038 ). — ISBN: 978-3-540-22116-6; e-ISBN: 978-3-540-24688-6. — S. 654–661. — Bibliogr. s. 661, Abstr. — Toż na CD-ROMie
Autor
Dane bibliometryczne
| ID BaDAP | 17539 |
|---|---|
| Data dodania do BaDAP | 2004-10-07 |
| Tekst źródłowy | URL |
| DOI | 10.1007/978-3-540-24688-6_85 |
| Rok publikacji | 2004 |
| Typ publikacji | materiały konferencyjne (aut.) |
| Otwarty dostęp |  |
| Czasopismo/seria | Lecture Notes in Computer Science |
Abstract
Niching methods for evolutionary algorithms are used in order to locate all desired peaks of multi-modal landscape. Co-evolutionary techniques are aimed at overcoming limited adaptive capacity of evolutionary algorithms resulting from the loss of useful diversity of population. In this paper the idea of niching co-evolutionary multi-agent system (NCoEMAS) is introduced. In such a system the niche formation phenomena occurs within one of the preexisting species as a result of co-evolutionary interactions. Also, results from runs of NCoEMAS against Rastrigin function and the comparison to other niching techniques are presented.
