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arXiv 1012.5813cs.AInlin.AO
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神经网络在成组技术中的影响:一个时间顺序的调查和批判性分析

Neural Network Influence in Group Technology: A Chronological Survey and Critical Analysis

Sourav Sengupta, Tamal Ghosh, Pranab K Dan, Manojit Chattopadhyay

摘要:

本文按时间顺序回顾了人工神经网络在单元制造系统附近成组技术应用中的影响。通过对从90年代初到2010年实践开始的文献进行批判性分析,确定了研究趋势,并捕捉了演变。分析不同的人工神经网络方法,发现研究模式,比较聚类效率,获得的解决方案和使用的工具,使这项研究在其类中的独家。

英文摘要:

This article portrays a chronological review of the influence of Artificial Neural Network in group technology applications in the vicinity of Cellular Manufacturing Systems. The research trend is identified and the evolvement is captured through a critical analysis of the literature accessible from the very beginning of its practice in the early 90's till the 2010. Analysis of the diverse ANN approaches, spotted research pattern, comparison of the clustering efficiencies, the solutions obtained and the tools used make this study exclusive in its class.

机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。

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