Time-out protocol for task allocation in multi-agent systems

被引:11
作者
Anussornnitisarn, P [1 ]
Peralta, J
Nof, SY
机构
[1] Purdue Univ, Sch Ind Engn, W Lafayette, IN 47907 USA
[2] Schlumberger Corp, Sugar Land, TX USA
关键词
agent coordination; distributed control; resource allocation; workflow planning; coordination performance;
D O I
10.1023/A:1021054130445
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In multi-agent system, the implementation of a time-out protocol can improve workflow coherence and reduce the communication congestion due to the coordination process among agents. This approach is part of effective CIM workflow planning and control for agent-based operations emerging in assembly, manufacturing, service, and logistics. The case study illustrated in this article concerns industrial testing and rework services provided by a shared resource. Results of analyses have been verified by simulation to illustrate how performance improves or deteriorates when different time-out protocols are applied. A general model is introduced for numerical evaluation, identifying the recommended time-out threshold, and the regions where time-out protocols are, or are not useful for better workflow. Measures of workflow coordination performance, including time-oriented and viability-oriented measures are discussed.
引用
收藏
页码:511 / 522
页数:12
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