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
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.