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Exploiting Paradigms for Rule-based Scheduling in Flexible Manufacturing Systems

机译:利用柔性制造系统中基于规则的调度的范式

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The rule-based approach is one of the most commonly used approaches in FMS scheduling problems. In this paper, the literature is classified into two paradigms - the global-queue paradigm and the machine-queue paradigm. Experiments for comparison of these two paradigms are given, which show the need of a suitable routing rule for the machine-queue paradigm. A routing rule is proposed here with the meet-due-date rate as the objective. With this rule, both paradigms show the advantages in certain cases. An idea to exploit the paradigms by hybridization is then proposed. The performance of the proposed rule and hybrid paradigm is verified through a comprehensive simulation study.
机译:基于规则的方法是FMS调度问题中最常用的方法之一。在本文中,文献分为两个范式 - 全局队列范例和机器队列范例。给出了用于比较这两个范式的实验,这表明需要机器队列范例的合适路由规则。这里提出了一个带有截止日期速率作为目标的路由规则。有了这条规则,两种范例都显示出某些情况下的优势。然后提出了通过杂交利用范例利用范例的想法。通过全面的模拟研究验证了所提出的规则和混合范例的表现。

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