DocumentCode
2195773
Title
The Satellite Optimization Design Using Normal Cloud Model Method
Author
Chen, Chang-chun ; Sun, Zhao-wei ; Ye, Dong
Author_Institution
Res. Center of Satellite Technol., Harbin Inst. of Technol., Harbin, China
Volume
1
fYear
2011
fDate
14-15 May 2011
Firstpage
103
Lastpage
107
Abstract
Satellite design is a complex and systematic project. In the design process, due to the complexity of the relations among different disciplinary and the coupling of design variables, the efficiency of the optimization design is not efficiently. Recently cloud computing has been widely used in intelligent control, data mining, optimization computation and the other fields. The normal cloud model based on the normal distribution is an important cloud model for cloud computing and has been a wide range of adaptability. In this paper, the normal cloud model is in combination with evolutionary algorithm. With the idea of evolutionary algorithm, the velocity and direction of optimized search can be controlled by the cloud droplets generated by the normal cloud model. Numerical results indicate the high quality of the algorithm on precision stability and convergence rate and improve the efficiency of the satellite optimization design.
Keywords
artificial satellites; cloud computing; design engineering; evolutionary computation; normal distribution; cloud computing; data mining; evolutionary algorithm; intelligent control; normal cloud model; normal distribution; optimization computation; satellite design; Batteries; Earth; Optimization; Orbits; Payloads; Photovoltaic cells; Satellites; Evolutionary algorithm; General design; Multidisciplinary optimization design; Normal cloud model; Satellite design;
fLanguage
English
Publisher
ieee
Conference_Titel
Network Computing and Information Security (NCIS), 2011 International Conference on
Conference_Location
Guilin
Print_ISBN
978-1-61284-347-6
Type
conf
DOI
10.1109/NCIS.2011.29
Filename
5948698
Link To Document