Deadlock free task distribution and resource allocation for holonic manufacturing systems based on multi-agent framework

被引:0
作者
Hsieh, FS
机构
来源
2001 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN, AND CYBERNETICS, VOLS 1-5: E-SYSTEMS AND E-MAN FOR CYBERNETICS IN CYBERSPACE | 2002年
关键词
holonic manufacturing system; deadlock; multi-agent; task distribution; resource allocation; contract net protocol;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Holonic manufacturing systems (HMS) are the next wave of manufacturing revolution to deal with dynamic changes. A HMS can be modeled as a cooperative multi-agent system with constraints of production processes and finite resources. Deadlocks may also take place in HMS. Although there are many works on HMS, there is still lack of research known to the author addressing the issue of deadlock in HMS. This paper focuses on modeling of HMS and development of deadlock free task distribution and resource allocation protocol and algorithm based on the framework of multi-agent systems. Our results include: (1)a mathematical multi-agent model for the HMS (2)characterization of deadlock free conditions for task distribution and resource allocation (3)a collaboration network formation process for coordination and negotiation among agents and (4)a class of deadlock free task distribution and resource allocation algorithms based on the deadlock free conditions.
引用
收藏
页码:2463 / 2468
页数:6
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