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カワベ タカシ
KAWABE Takashi
川邉 孝 所属 東京電機大学 システムデザイン工学部 人間科学系列（システムデザイン工学部） 東京電機大学 情報環境学部 ※2017年度学生募集停止 情報環境学科 ※2017年度学生募集停止 職種 教授 |
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| 言語種別 | 英語 |
| 発行・発表の年月 | 2015/05 |
| 形態種別 | 学術研究論文 |
| 査読 | 査読有り |
| 標題 | "Case Based Human Oriented Delivery Route Optimization" |
| 執筆形態 | 共著 |
| 掲載誌名 | Proc. of 2015 IEEE Congress on Evolutionary Computation (CEC2015) |
| 掲載区分 | 国外 |
| 出版社・発行元 | CEC |
| 巻・号・頁 | pp.2368-2375 |
| 概要 | Cases and NI (Nearest Insertion) are introduced into a Genetic Algorithm (GA), based on the insight that real problems are similar to previous ones. A solution can be derived from former solutions, considering human oriented factors as follows: (1) retrieving the most similar cases, (2) modifying them by removing and adding locations by NI, and (3) further optimizing them by a GA using only NI operations. This can not only diminish the costs to compute new solutions from scratch but also inherit many parts of previous routes to respect human factors. |