摘要
人员调度与静态调度制约机械机群路面施工的连续性。本文提出了一种基于MAS的蚁群算法来处理机群动态调度问题的方法。利用MAS模型可以解决各个主体的通讯和协调,算法可使主体需求参数优化配比,达到动态平衡,MATLAB仿真结果验证了算法处理机群调度问题的稳定性,并给出优化配比的调度调节域,指导了工程实践。
In the process of road surface construction, dispatchers＇ scheduling was experiential and blindfold in some degree and static scheduling restricted the continuity of the construction. Serious problems such as labor holdup, material awaiting and scheduling delay could occur when the old scheduling technique was used. This paper presents ant colony algorithm based on MAS that has the abilities of intelligentized modeling and dynamic scheduling. MAS model deals with single agent＇ s communication and corresponding in engineering machinery of clusters firstly, next we apply ant colony algorithm to solve dynamic scheduling in the plant. Ant colony algorithm can optimize the match of agents and make the system dynamic balance. The effectiveness of the proposed method is demonstrated with MATLAB simulations.
出处
《制造业自动化》
北大核心
2005年第12期4-7,共4页
Manufacturing Automation
基金
国家自然科学基金项目(50375107)
天津市应用基础研究重点项目(043801911)
关键词
MAS
蚁群算法
机械机群
动态调度
dynamic scheduling
MAS
ant colony algorithm
machinery of clusters
information hormone
