基于可靠性分析的MAS构建优化算法

采用多Agent技术进行制造系统建模时,Agent间可靠有效的交互协作是系统成功处理离散制造任务的重要保障。以增强多Agent系统的可靠性为目的,提出了使用并联式结构来构建多Agent系统的思想。在此基础上,给出了并联式Agent系统的可靠性评价方法,建立约束条件下的多Agent系统可靠性极大化问题的数学模型,利用填充函数算法的思想构造该模型的求解算法,并通过实例说明并联式结构和求解算法的有效性。

Optimization algorithm for MAS construction based on reliability analysis

Using multi-Agent technology to construct system modeling, reliable and effective cooperation between Agents is the important condition for dealing discrete manufacturing tasks. After a parallel connection structure was introduced to improve the reliability of Multi-Agent System (MAS), a reliability evaluation method for parallel Agent system was proposed, and a mathematic model was constructed for maximizing the reliability of MAS with constraint conditions. The filled function method was utilized to achieve solution algorithm of the model. The example results indicate the validity of the parallel connection and the method.