Agent Coalition in the Realization of Genetic Algorithms

Coalition formation of the Multi-Agent System is a key issue, mainly focuses on how Multi-Agent System dynamically generate optimal task-oriented Agent Coalition. This article will discusses the formation of Agent coalition applying genetic algorithm to the formation of Agent coalition, Experimental...

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Veröffentlicht in:Applied Mechanics and Materials 2011-07, Vol.71-78, p.4333-4336
Hauptverfasser: Hu, Juan, Yan, Quan Feng, Tu, Li
Format: Artikel
Sprache:eng
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Zusammenfassung:Coalition formation of the Multi-Agent System is a key issue, mainly focuses on how Multi-Agent System dynamically generate optimal task-oriented Agent Coalition. This article will discusses the formation of Agent coalition applying genetic algorithm to the formation of Agent coalition, Experimental results show that the genetic algorithm can quickly and efficiently identify Agent coalition. Furthermore the performance and convergence rate are better than correlation algorithm.
ISSN:1660-9336
1662-7482
1662-7482
DOI:10.4028/www.scientific.net/AMM.71-78.4333