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このアイテムの引用には次の識別子を使用してください:
http://hdl.handle.net/10119/16691
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| タイトル: | Designing Traffic-Sensitive Controllers for Multi-Car Elevators Through Evolutionary Multi-objective Optimization |
| 著者: | Ikeda, Kokolo
Suzuki, Hiromichi
Markon, Sandor
Kita, Hajime |
| 発行日: | 2007 |
| 出版者: | Springer |
| 誌名: | Lecture Notes in Computer Science |
| 巻: | 4403 |
| 開始ページ: | 673 |
| 終了ページ: | 686 |
| DOI: | 10.1007/978-3-540-70928-2_51 |
| 抄録: | Multi-Car Elevator (MCE) that has several elevator cars in a single shaft attracts attention for improvement of transportation in high-rise buildings. However, because of lack of experience of such novel systems, design of controller for MCE is very difficult engineering problem. One of the promising approaches is application of evolutionary optimization to from-scratch optimization of the controller through discrete event simulation of the MCE system. In the present paper, the authors propose application of evolutionary multi-objective optimization to design of traffic-sensitive MCE controller. The controller for MCE is optimized for different traffic conditions in multi-objective way. By combining the multi-objective optimization with the exemplar-based policy (EBP) representation that has adequate flexibility and generalization ability as a controller, we can successfully design a controller that performs well both in the different traffic conditions and works adequately by generalization in the conditions not used in the optimization process. |
| Rights: | This is the author-created version of Springer, Kokolo Ikeda, Hiromichi Suzuki, Sandor Markon, Hajime Kita, Lecture Notes in Computer Science, 4403, 2007, 673-686. The original publication is available at www.springerlink.com, https://doi.org/10.1007/978-3-540-70928-2_51 |
| URI: | http://hdl.handle.net/10119/16691 |
| 資料タイプ: | author |
| 出現コレクション: | b10-1. 雑誌掲載論文 (Journal Articles)
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このアイテムのファイル:
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記述 |
サイズ | 形式 |
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| 3139.pdf | | 718Kb | Adobe PDF | 見る/開く |
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