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
発表年月日 2015/05/28
発表テーマ "Case Based Human Oriented Delivery Route Optimization"
会議名 2015 IEEE Congress on Evolutionary Computation (CEC2015)
主催者 CEC
学会区分 国際学会
発表形式 口頭(一般)
単独共同区分 共同
開催地名 Sendai, Japan
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.