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An improved TLBO based memetic algorithm for aerodynamic shape optimization

文献类型：期刊论文

作者Qu, Xinghua2; Zhang, Ran2; Liu, Bo1; Li, Huifeng2
刊名ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE
出版日期2017
卷号57页码:1-15
关键词Aerodynamic shape optimization Teaching-Learning based optimization Memetic algorithm
ISSN号0952-1976
DOI10.1016/j.engappai.2016.10.009
英文摘要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.
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
语种英语
WOS记录号WOS:000390972000001
出版者PERGAMON-ELSEVIER SCIENCE LTD
源URL[http://ir.amss.ac.cn/handle/2S8OKBNM/24461]  
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.

入库方式： OAI收割

来源：数学与系统科学研究院

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