(大连理工大学 系统工程研究所,辽宁 大连116023)
关键词: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
Multi-task coalition formation serially based on adaptive PSO and category division
XU Jin-you, LI Wen-li
(Institute of Systems Engineering, Dalian University of Technology, Dalian Liaoning 116023,China)
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-task coalition formation. Finally, proved the effectiveness of the proposed algorithm by the experiment. ......