首页 | 本学科首页   官方微博 | 高级检索  
     检索      

群智能算法应用于MAS系统协作的探讨
引用本文:秦海力,耿丽娜,郑志强.群智能算法应用于MAS系统协作的探讨[J].计算机仿真,2008,25(7).
作者姓名:秦海力  耿丽娜  郑志强
作者单位:1. 国防科技大学机电工程与自动化学院,湖南,长沙,410073;总装备部装备管理信息办公室,北京,100035
2. 国防科技大学机电工程与自动化学院,湖南,长沙,410073
摘    要:多智能体系统(MAS)理论是目前人工智能领域的热点问题之一,群智能算法是一种并行式问题求解方法.就如何将群智能方法引入MAS研究中进行了探讨.首先对MAS理论的研究现状和发展趋势进行调研,综合考虑MAS中需要解决的问题和群智能算法的优点,认为两者具有结合应用的可行性.然后具体针对MAS协作方法研究中的通信瓶颈、意图解释机制、冲突消解等几类问题进行重点讨论和分析,就如何应用群智能算法进行了探讨,提出了初步的解决要点.

关 键 词:多智能体系统  协作  群智能  蚁群算法

Discussion of MAS Collaboration Using Swarm Intelligence
QIN Hai-li,GENG Li-na,ZHENG Zhi-qiang.Discussion of MAS Collaboration Using Swarm Intelligence[J].Computer Simulation,2008,25(7).
Authors:QIN Hai-li  GENG Li-na  ZHENG Zhi-qiang
Institution:QIN Hai-li1,2,GENG Li-na1,ZHENG Zhi-qiang1(1.College of Mechtronics , Automation,National University of Defense Technology,Changsha Hunan 410073,China,2.Equipment Management Information Center of General Equipment Department,Beijing 100035,China)
Abstract:Multi-agent system(MAS) is an important field in artificial intelligence research,and swarm intelligence is a newly developed concurrent method for problem solving.The problem of introducing the swarm intelligence method into MAS research is discussed.Firstly,the status quo and trend of MAS research are investigated,and the problems in MAS and merits of swarm intelligence are combined and the combination is thought to be possible.Then the selected problems in MAS collaboration,including bottleneck of commun...
Keywords:Multi-agent system(MAS)  Collaboration  Swarm intelligence  Ant colony optimization  
本文献已被 CNKI 维普 万方数据 等数据库收录!
设为首页 | 免责声明 | 关于勤云 | 加入收藏

Copyright©北京勤云科技发展有限公司  京ICP备09084417号