Szczegóły publikacji
Opis bibliograficzny
Evolutionary multi-agent systems in non-stationary environments / Marek KISIEL-DOROHINICKI // Computer Science ; ISSN 1508-2806. — 2013 — vol. 14 no. 4, s. 563–575. — Bibliogr. s. 573–574, Abstr.
Autor
Słowa kluczowe
Dane bibliometryczne
| ID BaDAP | 79904 |
|---|---|
| Data dodania do BaDAP | 2014-02-21 |
| Tekst źródłowy | URL |
| Rok publikacji | 2013 |
| Typ publikacji | artykuł w czasopiśmie |
| Otwarty dostęp |  |
| Creative Commons | |
| Czasopismo/seria | Computer Science |
Abstract
In this article, the performance of an evolutionary multi-agent system in dynamic optimization is evaluated in comparison to classical evolutionary algorithms. The starting point is a general introduction describing the background, structure and behavior of EMAS against classical evolutionary techniques. Then, the properties of energy-based selection are investigated to show how they may influence the diversity of the population in EMAS. The considerations are illustrated by experimental results based on the dynamic version of the well-known, high-dimensional Rastrigin function benchmark.
