摘要
基于普适性角度,从单个agent系统出发,结合计算机网络结构,研究了多agent集成方法在复杂系统故障预报中的理论规则。首先,对多agent集成系统的各子agent预测模块进行赋值,并给出相应的信任程度;然后,计算决策agent的预测值,判断系统“异常”与否。同时,给出多agent集成系统的工作机理,并设计出多agent集成系统的网络模型;最后,仿真试验验证了该方法的有效性和合理性。分析研究表明,多agent集成方法在复杂系统的故障预报中有广阔的工程应用前景。
Based on popularization and universal, the theoretical regulation of Multi-agent integration to Fault prediction of complicated systems is researched by combined unitary-agent system and computer network structure. First of all, the forecast values on the sub-agent system of agent-integration system are evaluated, and the confidence level is given correspondingly; secondly, it has given the running prineipium of Multi-agent integration systems and designed the structure of the Multi-agent network; finally, a simulated example has shown that the technique is effectively and exactly. The theoretical analysis indicates that the presented algorithm has a broad prospect for practical application.
出处
《计算机科学》
CSCD
北大核心
2006年第10期202-204,共3页
Computer Science
基金
国家自然科学基金主任基金项目(60443006)
重庆市教委科技计划项目(KJ060414)
重庆交通学院自然科学基金项目(2004206)
重庆交通学院青年科研基金项目(2004-08)。
