A multi-agent system for dynamic just-in-time manufacturing production scheduling
A multi-agent system for dynamic just-in-time manufacturing production scheduling
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DOI：
10.1109/icsmc.2004.1401077
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发表时间：
2004-10
期刊：
影响因子：
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通讯作者：
A. Boccalatte;A. Grosso;M. Paolucci;Valentina Queirolo;Mirko Tamoglia
中科院分区：
文献类型：
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作者：
A. Boccalatte;A. Grosso;M. Paolucci;Valentina Queirolo;Mirko Tamoglia
提出了一种基于智能体的制造业动态调度支持系统。根据现代“敏捷”制造范式的要求，动态调度的能力允许制造生产系统对在线需求变化或一般情况下的意外事件迅速作出反应。多智能体系统（MASs）已被认为是制造敏捷性的可能实现因素。考虑一类以准时目标为特征的动态调度问题，设计了一种基于多智能体结构的在线调度启发式算法。进行了实验分析，比较了不同的启发式配置与其他非基于智能体的启发式配置。仿真结果表明了该方法的有效性。
This work proposes an agent-based system for supporting dynamic scheduling in manufacturing. The ability of dynamic scheduling allows manufacturing production systems to promptly react to on-line demand variations, or in general to unexpected events, as required by the modern "agile" manufacturing paradigm. Multi-agent systems (MASs) have been indicated as a possible enabling factor for agility in manufacturing. This paper considers a class of dynamic scheduling problems characterized by a just-in-time objective and devises an on-line scheduling heuristic based on a multi-agent architecture. An experimental analysis is performed to compare different heuristic configurations with other non-agent-based ones. The results obtained show the effectiveness of the approach.