计算机应用研究2011，Vol.28Issue(10)：3690-3693,4.DOI:10.3969/j.issn.1001-3695.2011.10.023
应用于大规模SoC软硬件划分的多种群协同进化方法研究
Multi-group co-evolutionary method research: applied in large scale SoC hardware/software partitioning
焦素敏 1王彩红 1王学梅1
作者信息
- 1. 河南工业大学信息科学与工程学院,郑州450001
- 折叠
摘要
Abstract
Aiming at the shortage of NSGA-Ⅱ in large scale SoC hardware/software partitioning, and inspired by the advantage of co-evolutionary' performance on complex problems, this paper proposed a hybrid algorithm CO-NSGA-Ⅱ based on co-evolution which had three co-evolutionary operators; interspecific hybridization, wash out and divide. Experiments show that, in benchmark test experiments and large scale hardware/software partition problems test experiments, CO-NSGA-II perform significantly better than NSCA-Ⅱ. This result shows the advantage and the potential of co-evolution methods on solving large scale hardware/software partition problems.关键词
协同进化/多目标优化/SoC软硬件划分/非支配遗传算法/协同进化非支配遗传算法Key words
co-evolution/ multi-objective optimization/ SoC hardware/software partitioning/ NSGA-Ⅱ / CO-NSGA-Ⅱ分类
信息技术与安全科学引用本文复制引用
焦素敏,王彩红,王学梅..应用于大规模SoC软硬件划分的多种群协同进化方法研究[J].计算机应用研究,2011,28(10):3690-3693,4.
