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 results show that the genetic algorithm can quickly and efficiently identify Agent coalition. Furthermore the performance and convergence rate are better than correlation algorithm.
Dongye Sun, Wen-Pei Sung and Ran Chen
J. Hu et al., "Agent Coalition in the Realization of Genetic Algorithms", Applied Mechanics and Materials, Vols. 71-78, pp. 4333-4336, 2011