Szczegóły publikacji
Opis bibliograficzny
Flock-based architecture for distributed evolutionary algorithms / Marek KISIEL-DOROHINICKI // W: Artificial Intelligence and Soft Computing – ICAISC 2004 : 7th International Conference : Zakopane, Poland, June 7–11, 2004 : proceedings / eds. Leszek Rutkowski [et al.]. — Berlin ; Heidelberg ; New York : Springer-Verlag, 2004. — (Lecture Notes in Computer Science ; ISSN 0302-9743. Lecture Notes in Artificial Intelligence ; LNAI 3070). — ISBN: 978-3-540-22123-4; e-ISBN: 978-3-540-24844-6. — S. 841–846. — Bibliogr. s. 846, Abstr.
Autor
Słowa kluczowe
Dane bibliometryczne
| ID BaDAP | 18640 |
|---|---|
| Data dodania do BaDAP | 2004-12-21 |
| Rok publikacji | 2004 |
| Typ publikacji | materiały konferencyjne (aut.) |
| Otwarty dostęp |  |
| Czasopismo/seria | Lecture Notes in Computer Science |
Abstract
The paper presents an agent-based architecture facilitating implemetation of parallel evolutionary algorithms, utilising the novel concept of a flock. The model proposed is an extension to classical regional parallel evolutionary algorithm. Flocks introduce additional level of organisation of the system, allowing for separation of distribution and evolution issues, and thus opening possibility of dynamic reconfiguration of subpopulations adequately to the structure of the problem being solved. Selected experimental results illustrate the idea "at work".
