| 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 |
Discrete Differential Evolution の提案 |
| タイトル |
|
|
タイトル |
Proposal of discrete 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 |
10.24517/00008028 |
|
ID登録タイプ |
JaLC |
| 著者 |
北山, 哲士
荒川, 雅生
山崎, 光悦
|
| 著者別表示 |
Kitayama, Satoshi
Arakawa, Masao
Yamazaki, Koetsu
|
| 提供者所属 |
|
|
内容記述タイプ |
Other |
|
内容記述 |
金沢大学理工研究域機械工学系 |
| 書誌情報 |
Nihon Kikai Gakkai Ronbunshu, C Hen/Transactions of the Japan Society of Mechanical Engineers, Part C
巻 76,
号 772,
p. 3828-3836,
発行日 2010-12-01
|
| ISSN |
|
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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 |
| 出版者 |
|
|
出版者 |
日本機械学会 = The Japan Society of Mechanical Engineers |
| 抄録 |
|
|
内容記述タイプ |
Abstract |
|
内容記述 |
The Differential Evolution (DE), which is the population-based optimization technique, is one of the global optimizers for the continuous design variables such as the Particle Swarm Optimization (PSO). In the traditional DE, due to the mutation in the algorithm, the rounding-off and truncating are often employed to handle the discrete and integer variables. In this paper, the Discrete Differential Evolution (DDE) to handle the discrete or integer design variables is proposed. In the proposed DDE, the mutation is considered as the exchange possibility between two particles. By considering the mutation as the exchange possibility, it is easy and possible to handle the discrete and integer variables. In addition, the initialization of the population are also introduced in the proposed DE. It is possible to escape from local minimum by introducing the initialization of the population. The algorithm of the proposed DDE is very simple, and can be easily extend to the Mixed-Discrete Nonlinear Problems (MDNLPs). The proposed DDE can be applied to a variety of discrete and integer optimization problems. The validity is examined through typical benchmark problems. |
| 著者版フラグ |
|
|
出版タイプ |
VoR |
|
出版タイプResource |
http://purl.org/coar/version/c_970fb48d4fbd8a85 |
| 関連URI |
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|
識別子タイプ |
URI |
|
|
関連識別子 |
http://www.jsme.or.jp/ |
TE-PR-KITAYAMA-S-3828 (1.6 MB)
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