Title :
Coordinating Agents in Shop Floor Environments From a Dynamic Systems Perspective
Author :
Chen, Gang ; Yang, Zhonghua ; Low, Chor Ping
Author_Institution :
Sch. of Electr. & Electron. Eng., Nanyang Technol. Univ., Singapore
Abstract :
In this paper, we address agent coordination from a dynamic systems perspective and propose a dynamic coordination model, which is inspired by biological metabolic systems. A new coordination mechanism through dynamic local adjustment (CDLA) is presented, and coordination is achieved when every agent utilizes explicitly the global system dynamics and performs iteratively a dynamic local adjustment procedure. The CDLA mechanism is investigated in an example multiagent shop floor system. The results show that the example manufacturing process is well-coordinated and the coordination approach is practically applicable and effective
Keywords :
manufacturing systems; multi-agent systems; agent coordination mechanism; biological metabolic systems; dynamic coordination model; dynamic local adjustment; multiagent shop floor system; shop floor manufacturing system; Algorithm design and analysis; Biochemistry; Biological system modeling; Game theory; Genetic algorithms; Local activities; Manufacturing processes; Manufacturing systems; Multiagent systems; System performance; Agent coordination; dynamic local adjustment; shop floor manufacturing system;
Journal_Title :
Industrial Informatics, IEEE Transactions on
DOI :
10.1109/TII.2006.885190