抄録
Differential evolution algorithms have become one of the most competitive evolutionary algorithms, among which a chaotic differential evolution (CJADE) is a recently proposed state-of-the-art variant. But CJADE still suffers from the premature convergence problem. This paper further improves CJADE by innovatively incorporating a success-intensity-based roulette wheel selection method into it. The resultant algorithm called SCJADE shows its superiority over its peer in terms of solution quality and convergence speed on IEEE CEC2017 optimization test suit.
本文言語 | 英語 |
---|---|
ページ(範囲) | 644-646 |
ページ数 | 3 |
ジャーナル | IEEJ Transactions on Electrical and Electronic Engineering |
巻 | 16 |
号 | 4 |
DOI | |
出版ステータス | 出版済み - 2021/04 |
ASJC Scopus 主題領域
- 電子工学および電気工学