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灰色系統理論與應用研討會論文集
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| 篇名 | Differential Evolution with Grey-based Adaptive Mutation Factor and Hybrid Crossover Strategy |
|---|---|
| 卷期 | 2013英 |
| 作者 | Ming-Feng Yeh 、 Ti-Hung Chen 、 Min-Shyang Leu 、 Po-Jung Huang |
| 頁次 | 045-050 |
| 關鍵字 | Control parameters 、 Crossover strategy 、 Differential evolution 、 Grey relational analysis 、 Mutation strategy |
| 出刊日期 | 201312 |
中文摘要
英文摘要
This study attempts to apply a novel crossover strategy, termed hybrid crossover strategy, to our previous work, differential evolution with grey-based adaptive mutation factor (DE_GAMF), to improve its search performance. DE_GAMF with the hybrid crossover strategy is also applied to solve the optimization problems of eight benchmark functions for illustration. Simulation results show that the proposed approach could perform well search performance on most of the test functions.
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