An idea based on plant root growth for numerical optimization

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	An idea based on plant root growth for numerical optimization
	Qi XB(亓祥波); Zhu YL(朱云龙); Chen HN(陈瀚宁); Zhang DY(张丁一); Niu B(牛奔)
	2013
会议名称	9th International Conference on Intelligent Computing, ICIC 2013
会议日期	July 28-31, 2013
会议地点	Nanning, China
关键词	Animals Intelligent computing Particle swarm optimization (PSO)
页码	571-578
中文摘要	Most bio-inspired algorithms simulate the behaviors of animals. This paper proposes a new plant-inspired algorithm named Root Mass Optimization (RMO). RMO simulates the root growth behavior of plants. Seven well-known benchmark functions are used to validate its optimization effect. We compared RMO with other existing animal-inspired algorithms, including artificial bee colony (ABC) and particle swarm optimization (PSO). The experimental results show that RMO outperforms other algorithms on most benchmark functions. RMO provides a new reference for solving optimization problems. © 2013 Springer-Verlag.
收录类别	EI
产权排序	1
会议主办者	IEEE Computational Intelligence Society; International Neural Network Society; National Science Foundation of China
会议录	Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
会议录出版者	Springer Verlag
会议录出版地	Heidelberg, Germany
语种	英语
ISSN号	0302-9743
ISBN号	978-3-642-39481-2
内容类型	会议论文
源URL	[http://ir.sia.cn/handle/173321/12400]
专题	沈阳自动化研究所_信息服务与智能控制技术研究室
推荐引用方式 GB/T 7714	Qi XB,Zhu YL,Chen HN,et al. An idea based on plant root growth for numerical optimization[C]. 见:9th International Conference on Intelligent Computing, ICIC 2013. Nanning, China. July 28-31, 2013.