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首页> 外文期刊>International journal of production economics >A survey of the application of fuzzy set theory in production and operations management: 1998-2009
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A survey of the application of fuzzy set theory in production and operations management: 1998-2009

机译:模糊集理论在生产和运营管理中的应用概述:1998-2009

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摘要

The objectives of this research are to identify the research trends in and publication outlets for the applications of the fuzzy set theory technique in production and operations management (POM). The major findings indicate that (1) the most popular applications are capacity planning, scheduling, inventory control, and product design, (2) some application areas make more use of particular types of fuzzy techniques, (3) the percentage of applications that address semi/unstructured types of POM problems is increasing, (4) the most common technologies integrated with the fuzzy set theory technique are genetic/evolutionary algorithms and neural networks, and (5) the most popular development tool is C Language and its extension. Our survey confirms several research trends, some of which are unexpected and some of which contradict previous findings.
机译:这项研究的目的是确定模糊集理论技术在生产和运营管理(POM)中的应用的研究趋势和出版物。主要发现表明:(1)最受欢迎的应用是容量计划,调度,库存控制和产品设计;(2)一些应用领域更多地使用了特定类型的模糊技术;(3)可以解决的应用百分比半/非结构化POM问题的类型正在增加,(4)与模糊集理论技术集成的最常见技术是遗传/进化算法和神经网络,(5)最受欢迎的开发工具是C语言及其扩展。我们的调查证实了一些研究趋势,其中一些是出乎意料的,而某些则与先前的发现相矛盾。

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