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多智能体联盟形成算法的探讨与研究

Study on The Multi-agent Coalition Formation Algorithm
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摘要 Agents联盟形成是分布人工智能DAI中一种重要的协作方法。本文简要分析了Agents联盟的结构、形式以及联盟结构问题的数学模型。对于可分解的任务,且子任务之间没有优先关系,Agents要形成多个联盟(联盟结构),文中研究了基于遗传算法的联盟结构形成算法,并对这种算法的并行化作了探讨。 Agents coalition formation is a important cooperation method. In this paper, we make brief analyses of agents coalition structure, formation and a mathematical models of this type of problem. To perform divisible tasks and sub - tasks having no precedence order, agents need to form several coalitions (coalition structure). A coalition structure formation algorithm based on Genetic Algorithm is studied in this paper. Finally, we discuss the parallelization of the former algorithm.
出处 《微处理机》 2005年第4期29-31,35,共4页 Microprocessors
关键词 智能体 联盟结构 遗传算法 联盟形成 Agents Coalition Structure Genetic Algorithm Coalition Formation
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参考文献7

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