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OALib Journal期刊
ISSN: 2333-9721
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Self-adaptive Step Glowworm Swarm Optimization Algorithm for Optimizing Multimodal Functions
自适应步长萤火虫群多模态函数优化算法

Keywords: Glowworm,Multimodal function,GSO,SASGSO
人工萤火虫,多模态函数,GSO
,SASGSO

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Abstract:

Because the GSO algorithm has slow convergence and low precision defects when optimizing the multi modal function, a self-adaptive step glowworm swarm optimization(SASGSO ) algorithms was proposed in this paper. This algorithm can overcome slow convergence and low precision defects of the GSO algorithm simultaneously it can find all peaks of the multi-modal function. Experiments show that,the SASGSO algorithm has the advantages of simple operation,easy to understand,fast convergence rates and high precision.

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