| Presentation | 2004/6/3 A Clustering Algorithm for Plant Layout Using ART-1 Networks Takeshi TATEYAMA, Seiichi KAWATA, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In this paper, a new grouping method for Group Technology using ART-1 networks is proposed. The purposse of our study is to divide machines in a factory into any number of groups so as to minimize the number of crossing of parts between the groups. In our method, ART-1 is used to divide machines roughly. After that, adjusting algorithms are executed to satisfy specified grouping conditions (the number of groups, maximum and minimum number of machines in a group). Some experimental results show that our new algorithm is more effective than the grouping algorithm using SOM proposed by the authors. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Group Technology / Plant Layout Planning / Adaptive Resonance Theory (ART) / ART-1 |
| Paper # | CST2004-5 |
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| Conference Information | |
| Committee | CST |
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| Conference Date | 2004/6/3(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
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| Paper Information | |
| Registration To | Concurrent System Technology (CST) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | A Clustering Algorithm for Plant Layout Using ART-1 Networks |
| Sub Title (in English) | |
| Keyword(1) | Group Technology |
| Keyword(2) | Plant Layout Planning |
| Keyword(3) | Adaptive Resonance Theory (ART) |
| Keyword(4) | ART-1 |
| 1st Author's Name | Takeshi TATEYAMA |
| 1st Author's Affiliation | Graduate School of Engineering, Tokyo Metropolitan University() |
| 2nd Author's Name | Seiichi KAWATA |
| 2nd Author's Affiliation | Graduate School of Engineering, Tokyo Metropolitan University |
| Date | 2004/6/3 |
| Paper # | CST2004-5 |
| Volume (vol) | vol.104 |
| Number (no) | 105 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |