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Multi-task coalition formation serially based on adaptive PSO and category division
基于自适应PSO和类别分解的多任务串行联盟生成

Keywords: multi-agent system,multi-task coalition,overlapping coalition,subagent,adaptive PSO
多代理系统
,多任务联盟,交叉联盟,子代理,自适应粒子群优化算法

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Abstract:

Existing researches concentrated mainly on each agent could only participate in one coalition,which goes against optimization of coalition utility and making full use of agents' ability.Proposed an agent division strategy according to the ability category and defined subagent to ensure one agent had the possibility of joining in several different coalitions simultaneously.Then designed a two-dimension particle swarm optimization algorithm(PSO) with adaptive dynamic weight value to solve the serial multi-tas...

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