抄録
In this paper we propose a modified GA that assigns a unique mutation rate to each gene based on the contribution of the respective gene's contribution to the fitness of the individual. Although the proposed model is not "parameter free", through a number of experiments, we show that the parameters for this model are significantly insensitive to the landscape of the problems compared with the mutation rate in conventional GA, implying that this model could deal effectively with a wide range of problems the requirement to set the mutation rate empirically.
| 本文言語 | English |
|---|---|
| ホスト出版物のタイトル | Proceedings of the 2004 Congress on Evolutionary Computation, CEC2004 |
| ページ | 1851-1858 |
| ページ数 | 8 |
| 巻 | 2 |
| 出版ステータス | Published - 2004 |
| イベント | Proceedings of the 2004 Congress on Evolutionary Computation, CEC2004 - Portland, OR 継続期間: 2004 6月 19 → 2004 6月 23 |
Other
| Other | Proceedings of the 2004 Congress on Evolutionary Computation, CEC2004 |
|---|---|
| City | Portland, OR |
| Period | 04/6/19 → 04/6/23 |
ASJC Scopus subject areas
- 工学（全般）