Szczegóły publikacji
Opis bibliograficzny
Evolutionary multi-agent systems / Aleksander BYRSKI, Rafał DREŻEWSKI, Leszek SIWIK, Marek KISIEL-DOROHINICKI // The Knowledge Engineering Review ; ISSN 0269-8889. — 2015 — vol. 30 spec. iss. 2 Intelligent computing in large-scale systems, s. 171–186. — Bibliogr. s. 184–186, Abstr.
Autorzy (4)
Dane bibliometryczne
| ID BaDAP | 88524 |
|---|---|
| Data dodania do BaDAP | 2015-03-26 |
| DOI | 10.1017/S0269888914000289 |
| Rok publikacji | 2015 |
| Typ publikacji | przegląd |
| Otwarty dostęp |  |
| Czasopismo/seria | Knowledge Engineering Review |
Abstract
The aim of this paper is to give a survey on the development and applications of evolutionary multi-agent systems (EMAS). The paper starts with a general introduction describing the background, structure and behaviour of EMAS. EMAS application to solving global optimisation problems is presented in the next section along with its modification targeted at lowering the computation costs by early removing certain agents based on immunological inspirations. Subsequent sections deal with the elitist variant of EMAS aimed at solving multi-criteria optimisation problems, and the co-evolutionary one aimed at solving multi-modal optimisation problems. Each variation of EMAS is illustrated with selected experimental results.
