Self-Organizing Map for Group Technology Oriented Plant Layout Planning(<Special Section>Concurrent System Technology)
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概要
- 論文の詳細を見る
In this paper, a new grouping method for Group Technology using Self-Organizing Map (SOM) is proposed. The purpose of our study is to divide machines in a factory into any number of cells so that the machines in each cell can process a similar set of parts to increase productivity. A main feature of our method is to specify not only the number of the cells but also the maximum and minimum numbers of machines in a cell. Some experimental results show effectiveness of our proposed algorithm.
- 社団法人電子情報通信学会の論文
- 2003-11-01
著者
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TATEYAMA Takeshi
Tokyo Metropolitan University
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OHTA Hideaki
Kawasaki Heavy Industries, Ltd.
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Ohta Hideaki
Kawasaki Heavy Industries
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KAWATA Seiichi
Tokyo Metropolitan University
関連論文
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- A Graph Based Approach for an Extended Resource Planning and Line Balancing Problem
- Self-Organizing Map for Group Technology Oriented Plant Layout Planning(Concurrent System Technology)
- 1C1 DYNAMIC WORK PLANNING BY USING SIMULATION-BASED OPTIMIZATION IN CONSIDERATION OF WORKERS' SKILL AND TRAINING