An improved TLBO based memetic algorithm for aerodynamic shape optimization

doi:10.1016/j.engappai.2016.10.009

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	An improved TLBO based memetic algorithm for aerodynamic shape optimization
	Qu, Xinghua 2; Zhang, Ran 2; Liu, Bo1 ; Li, Huifeng 2
	2017
发表期刊	ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE
ISSN	0952-1976
卷号	57 页码:1-15
摘要	Aerodynamic shape optimization (ASO) for aircraft is the focus of concern as well as the subject of substantial research issue in aerospace engineering. This paper proposes a novel TLBO (teaching-learning based optimization based) memetic algorithm (TLBO-MA) for optimizing the aerodynamic shape. In the proposed TLBO-MA, an adaptive teaching factor, conservation of information inspired operator and multi-meme learning are incorporated to enhance the searching behavior of standard TLBO. Simulation based on well-known benchmarks and ASO for HTV-2 prototype demonstrates the efficiency of the proposed TLBO-MA.
关键词	Aerodynamic shape optimization Teaching-Learning based optimization Memetic algorithm
DOI	10.1016/j.engappai.2016.10.009
语种	英语
资助项目	National Natural Science Foundation of China[71101139] ; National Natural Science Foundation of China[71390331] ; National Science Fund for Distinguished Young Scholars of China[61525304] ; Defense Industrial Technology Development Program, Humanity and Social Science Youth Foundation of Ministry of Education of China[16YJCZH056] ; Key Research Program of Frontier Sciences, Chinese Academy of Sciences[QYZDB-SSW-SYS020]
WOS研究方向	Automation & Control Systems ; Computer Science ; Engineering
WOS类目	Automation & Control Systems ; Computer Science, Artificial Intelligence ; Engineering, Multidisciplinary ; Engineering, Electrical & Electronic
WOS记录号	WOS:000390972000001
出版者	PERGAMON-ELSEVIER SCIENCE LTD
引用统计
文献类型	期刊论文
条目标识符	http://ir.amss.ac.cn/handle/2S8OKBNM/24462
专题	系统科学研究所
通讯作者	Liu, Bo; Li, Huifeng
作者单位	1.Chinese Acad Sci, Acad Math & Syst Sci, Beijing 100190, Peoples R China 2.Beihang Univ, Astronaut Sch, Beijing 100191, Peoples R China
推荐引用方式 GB/T 7714	Qu, Xinghua,Zhang, Ran,Liu, Bo,et al. An improved TLBO based memetic algorithm for aerodynamic shape optimization[J]. ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE,2017,57:1-15.
APA	Qu, Xinghua,Zhang, Ran,Liu, Bo,&Li, Huifeng.(2017).An improved TLBO based memetic algorithm for aerodynamic shape optimization.ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE,57,1-15.
MLA	Qu, Xinghua,et al."An improved TLBO based memetic algorithm for aerodynamic shape optimization".ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE 57(2017):1-15.