Agent Coalition in the Realization of Genetic Algorithms

Juan Hu; Li Tu; Quan Feng Yan

doi:10.4028/www.scientific.net/AMM.71-78.4333

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HomeApplied Mechanics and MaterialsApplied Mechanics and Materials Vols. 71-78Agent Coalition in the Realization of Genetic...

Agent Coalition in the Realization of Genetic Algorithms

Abstract:

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.

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Periodical:

Applied Mechanics and Materials (Volumes 71-78)

Pages:

4333-4336

DOI:

https://doi.org/10.4028/www.scientific.net/AMM.71-78.4333

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Online since:

July 2011

Authors:

Juan Hu, Li Tu, Quan Feng Yan

Keywords:

Agent Coalition, Coalition Formation, Genetic Algorithm (GA)

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