文献类型：期刊文献

中文题名：行为建模及其在多Agent系统中的应用

英文题名：Behavior Modeling and its Application in Multi-agent System

作者：冯翔[1];张进文[1]

机构：[1]华东理工大学信息科学与工程学院,上海200237

年份：2015

卷号：42

期号：9

起止页码：214

中文期刊名：计算机科学

外文期刊名：Computer Science

收录：CSTPCD;;北大核心:【北大核心2014】；CSCD:【CSCD_E2015_2016】；

基金：国家自然科学基金(60905043;61073107;61173048);上海市教育委员会科研创新项目;中央高校基本科研业务费;大学生创新项目资助

语种：中文

中文关键词：五行粒子模型;行为建模;多Agent系统;资源分配

外文关键词：Five elements particle model,Behavior modeling, Multi-agent system, Resource allocation

摘要：五行学说蕴含信息动力学,然而在网络中却一直未被很好地利用,为此提出一种基于五行原理的五行粒子模型方法来求解多Agent系统的分布式问题。五行粒子模型可以很好地描述和处理多Agent系统中Agent之间存在的随机、并发、多类型的交互行为。基于五行粒子模型内部存在的生克关系,以及五行自身蕴含的稳定性和平衡性,对五行粒子模型和多Agent系统分布式问题求解进行探讨,并对多Agent系统中的各个Agent进行行为建模,进而提出多Agent系统分布式问题求解的五行粒子模型算法。最后,通过实验验证了该算法的有效性。
Five elements theory owns the informational dynamics,but it has not been used in current networks. This pa- per proposed a novel five elements particle model based on five elements theory, which can effectively solve distribution problem in multi-agent system. This model can describe and handle the random, parallel and multi-types coordination a- mong Agents in multi-agent system. According to the relation of generation and control, and the inner stability and bal- ance in five elements theory, we built a connection between the multi-agent system and five elements particle model. Meanwhile,the behaviors among Agents were well modeled, which is the prominent part in our five elements particle model algorithm. At last, we validated the effectiveness of our model through experiments.