摘要
为解决知识化制造系统(KMS)的任务分配问题,给出一种基于Agent的KMS体系结构,提出一种特征控制的概念和一种基于Tabu搜索的优化算法.在建立的数学模型基础上,对特征控制的动态过程进行描述,并给出算法的详尽步骤.该算法和特征控制的结合使任务分配决策系统能够动态地响应任务和Agent的变化.最后的仿真实例验证了该方法的有效性.
An agent-based system structure of the knowledgeable manufacturing system (KMS) is proposed to (realize) the decision-making of task distribution. The concept of character control and an optimization algorithm based on Tabu search are presented. Based on the mathematical model, the dynamic process of character control is described, and the detailed steps of algorithm are given. The integration of this algorithm and character control makes the (decision-making) system of task distribution respond to the variation of tasks and agents dynamically. The simulation results testify the validity of this method.
出处
《控制与决策》
EI
CSCD
北大核心
2004年第4期388-392,共5页
Control and Decision
基金
国家自然科学基金资助项目(60443001)
江苏省高校"青蓝工程"第二期省级中青年学术带头人培养计划.
关键词
知识化制造系统
任务分配
特征控制
TABU搜索
knowledgeable manufacturing system
task distribution
character control
Tabu search
