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基于协进化方法的多智能体系统及其符号演绎理论模型
Multi-Agent System Based on Co-evolution Method and Its’ Symbol Deduction Theory Model
【Author】 Xue Hongtao,Shen Lincheng Institute of Electromechanical Engineering and Automatization,National University of Defence Technology,Changsha 410073,P.R.China
【机构】 国防科技大学机电工程与自动化学院;
【摘要】 协进化方法是解决多智能体协作问题的一种新途径。本文首先介绍了基于协进化机制的多智能体系统体系结构以及协作机制,然后基于Wooldridge关于多智能体系统的符号模型定义了协进化智能体的符号演绎模型,包括协进化智能体的信念、通信、动作、外部动作的评估、整合模型以及协进化决策器模型等各个方面,并将协进化智能体模型与实际世界模型形成一个统一的闭环系统。最后,建立了基于协进化方法的多智能体系统的符号演绎理论模型。
【Abstract】 Co-evolution Method is a kind of new approach for solving multi-agent collaboration problem.In this paper,we firstly introduce the multi-agent system based on co-evolution and its’ collaboration mechanism,then we make a series of hypotheses about co-evolutionary agent.Basing on Wooldridge’s symbol model of multi-agent systems,we define the symbol deduction model of co-evolutionary agent,including its’ belief,communication,action,evaluation and integration model of external action,and the co-evolutionary decision model.Thus,the model of co-evolutionary agent and the world can form a uniform closed loop system.At last,the symbol deduction theory model of multi-agent system based on co-evolution is estab-lished by system modeling method.
【Key words】 Co-evolution; Co-evolutionary Agent; Multi-Agent System Based on Co-evolution Method; Co-evolutionary Decision; Symbol Deduction Theory Model;
- 【会议录名称】 第二十六届中国控制会议论文集
- 【会议名称】第二十六届中国控制会议
- 【会议时间】2007-07-26
- 【会议地点】中国湖南张家界
- 【分类号】TP18
- 【主办单位】中国自动化学会控制理论专业委员会(Technical Committee on Control Theory,Chinese Association of Automation)