IEICE TRANSACTIONS on Fundamentals
Self-Organizing Map for Group Technology Oriented Plant Layout Planning
Summary :
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.
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- IEICE TRANSACTIONS on Fundamentals Vol.E86-A No.11 pp.2747-2754
- Publication Date
- 2003/11/01
- Publicized
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- Type of Manuscript
- Special Section PAPER (Special Section on Concurrent System Technology)
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Takeshi TATEYAMA, Seiichi KAWATA, Hideaki OHTA, "Self-Organizing Map for Group Technology Oriented Plant Layout Planning" in IEICE TRANSACTIONS on Fundamentals,
vol. E86-A, no. 11, pp. 2747-2754, November 2003, doi: .
Abstract: 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.
URL: https://global.ieice.org/en_transactions/fundamentals/10.1587/e86-a_11_2747/_p
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@ARTICLE{e86-a_11_2747,
author={Takeshi TATEYAMA, Seiichi KAWATA, Hideaki OHTA, },
journal={IEICE TRANSACTIONS on Fundamentals},
title={Self-Organizing Map for Group Technology Oriented Plant Layout Planning},
year={2003},
volume={E86-A},
number={11},
pages={2747-2754},
abstract={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.},
keywords={},
doi={},
ISSN={},
month={November},}
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TY - JOUR
TI - Self-Organizing Map for Group Technology Oriented Plant Layout Planning
T2 - IEICE TRANSACTIONS on Fundamentals
SP - 2747
EP - 2754
AU - Takeshi TATEYAMA
AU - Seiichi KAWATA
AU - Hideaki OHTA
PY - 2003
DO -
JO - IEICE TRANSACTIONS on Fundamentals
SN -
VL - E86-A
IS - 11
JA - IEICE TRANSACTIONS on Fundamentals
Y1 - November 2003
AB - 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.
ER -
English
