| Item type |
学術雑誌論文 / Journal Article(1) |
| 公開日 |
2017-10-03 |
| タイトル |
|
|
タイトル |
領域適応型Differential Evolutionの提案 |
| タイトル |
|
|
タイトル |
Proposal of adaptive range differential evolution |
|
言語 |
en |
| 言語 |
|
|
言語 |
jpn |
| 資源タイプ |
|
|
資源タイプ識別子 |
http://purl.org/coar/resource_type/c_6501 |
|
資源タイプ |
journal article |
| ID登録 |
|
|
ID登録 |
10.24517/00008801 |
|
ID登録タイプ |
JaLC |
| 著者 |
小貫, 涼介
北山, 哲士
山崎, 光悦
荒川, 雅生
|
| 著者別表示 |
Onuki, Ryosuke
Kitayama, Satoshi
Yamazaki, Koetsu
Arakawa, Masao
|
| 書誌情報 |
日本機械学会論文集. C編 = Transactions of the Japan society of mechanical engineers. C
巻 79,
号 798,
p. 429-441,
発行日 2013-01-01
|
| ISSN |
|
|
収録物識別子タイプ |
ISSN |
|
収録物識別子 |
0387-5024 |
| NCID |
|
|
収録物識別子タイプ |
NCID |
|
収録物識別子 |
AN00187463 |
| DOI |
|
|
関連タイプ |
isVersionOf |
|
|
識別子タイプ |
DOI |
|
|
関連識別子 |
10.1299/kikaic.79.429 |
| 出版者 |
|
|
出版者 |
日本機械学会 = The Japan Society of Mechanical Engineers, JSME |
| 抄録 |
|
|
内容記述タイプ |
Abstract |
|
内容記述 |
This paper proposes a new method called Adaptive Range Differential Evolution (ARDE). The basic idea can be obtained from the Adaptive Range Particle Swarm Optimization (ARPSO). In the ARDE, the active search domain range consists of the mean and the standard deviation of each design variable. Also the best position is included in this search range. Therefore, the active search domain range is newly defined by utilizing the mean and the standard deviation of each design variable, and the best position. The detailed procedure of the new active search domain range is described in this paper. To keep the best position for the new active search domain range will lead to the wide search range. Of course, the newly active search domain range will shrink through the search iteration. As the result, a highly accurate global minimum can be found. The effectiveness and validity of the ARDE are examined through typical benchmark problems. It could be found through benchmark problems that the ARDE can find a global minimum with the small number of function evaluations in comparison with basic Differential Evolution. ©2013 The Japan Society of Mechanical Engineers. |
| 権利 |
|
|
権利情報 |
©2013 The Japan Society of Mechanical Engineers. |
| 著者版フラグ |
|
|
出版タイプ |
AM |
|
出版タイプResource |
http://purl.org/coar/version/c_ab4af688f83e57aa |
| 関連URI |
|
|
|
識別子タイプ |
URI |
|
|
関連識別子 |
http://www.jsme.or.jp/ |
TE-PR-ONUKI-R-429.pdf (745.7 kB)
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