Changchun Institute of Optics,Fine Mechanics and Physics,CAS
An Effective Hybrid Firefly Algorithm with Harmony Search for Global Numerical Optimization | |
Guo L. H.; Wang G. G.; Wang H. Q.; Wang D. N. | |
2013 | |
发表期刊 | Scientific World Journal
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ISSN | ISBN/1537-744X |
卷号 | 9 |
摘要 | A hybrid metaheuristic approach by hybridizing harmony search (HS) and firefly algorithm (FA), namely, HS/FA, is proposed to solve function optimization. In HS/FA, the exploration of HS and the exploitation of FA are fully exerted, so HS/FA has a faster convergence speed than HS and FA. Also, top fireflies scheme is introduced to reduce running time, and HS is utilized to mutate between fireflies when updating fireflies. The HS/FA method is verified by various benchmarks. From the experiments, the implementation of HS/FA is better than the standard FA and other eight optimization methods. |
收录类别 | SCI |
语种 | 英语 |
文献类型 | 期刊论文 |
条目标识符 | http://ir.ciomp.ac.cn/handle/181722/40626 |
专题 | 中科院长春光机所知识产出 |
推荐引用方式 GB/T 7714 | Guo L. H.,Wang G. G.,Wang H. Q.,et al. An Effective Hybrid Firefly Algorithm with Harmony Search for Global Numerical Optimization[J]. Scientific World Journal,2013,9. |
APA | Guo L. H.,Wang G. G.,Wang H. Q.,&Wang D. N..(2013).An Effective Hybrid Firefly Algorithm with Harmony Search for Global Numerical Optimization.Scientific World Journal,9. |
MLA | Guo L. H.,et al."An Effective Hybrid Firefly Algorithm with Harmony Search for Global Numerical Optimization".Scientific World Journal 9(2013). |
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