Quantum Particle Swarms Optimizations Algorithm Based on Surrogate Model for the Application of Structural Optimization

doi:10.3780/j.issn.1000-758X.2013.04.011

›› 2013, Vol. 33 ›› Issue (4): 76-82.doi: 10.3780/j.issn.1000-758X.2013.04.011

Previous Articles Next Articles

Quantum Particle Swarms Optimizations Algorithm Based on Surrogate Model for the Application of Structural Optimization

HE Xing-Xing¹, LIAO Ying¹, LI Zhi^1,2

(1 College of Aerospace and Material Engineering, National University of Defense Technology, Changsha 410073) (2 China Academy of Space Technology, Beijing 100094)

Received:2012-09-11 Revised:2012-11-12 Published:2013-08-25 Online:2013-08-25

Abstract

Abstract: The traditional optimization algorithms might fail to get the global optimal solution for high non-linear characteristics in engineering optimization of multi-structures. So the Quantum Particle Swarm Optimization (QPSO) algorithm was induced and the QPSO algorithm based on surrogated model was studied. The applications to the structural parameter optimization of the ring truss deployable antennas were carried out by the surrogated model of dynamic characters for ring truss deployable antennas. The results show that the computation efficiency of QPSO algorithm based on Kriging model is acceptable. The non-linear characteristics of the 1^st natural frequency and maximum impulse response of the ring truss deployable antennas are remarkable. Then the computation accuracy is validated by comparing the solutions between the optimal result and the finite element result. It′s proved that QPSO algorithm based on Kriging model can be used to optimize the complicated structures in engineering design.

Key words: Quantum particle swarms optimizations, Surrogate model, Kriging model, Ring truss structure, Deployable antenna, Structural optimization, Spacecraft

HE Xing-Xing, LIAO Ying, LI Zhi. Quantum Particle Swarms Optimizations Algorithm Based on Surrogate Model for the Application of Structural Optimization[J]. , 2013, 33(4): 76-82.

0
/ / Recommend

Add to citation manager EndNote|Reference Manager|ProCite|BibTeX|RefWorks

URL: http://journal26.magtechjournal.com/kjkxjs/EN/10.3780/j.issn.1000-758X.2013.04.011

http://journal26.magtechjournal.com/kjkxjs/EN/Y2013/V33/I4/76

[1]	PENG Qibo, WU Xinfeng, WANG Beichao, LI Shuang. Research progress and prospect of spacecraft reconfiguration technology [J]. Chinese Space Science and Technology, 2023, 43(2): 16-31.
[2]	LIANG Wei, LI Jun, LI Jingling, CUI Tao, WEI Jiayuan, ZHANG Yi. Link-state-based adaptive interference cancellation for cabin in spacecraft [J]. Chinese Space Science and Technology, 2023, 43(2): 128-134.
[3]	WANG Xiaokai, LI Xianghua, DU Jianghua, LIU Tianming, ZHONG Hantian, Chen Chuanzhi, LI Ming, ZHOU Xin. Structural design of deployable parabolic cylindrical truss-mesh antenna reflector [J]. Chinese Space Science and Technology, 2023, 43(1): 139-145.
[4]	DONG Yicheng, WANG Weizong, ZHANG Jinrui, QI Yue, YAN Jiaqi. Study on braking mechanism of planetary probe based on plasma magnetic shell [J]. Chinese Space Science and Technology, 2022, 42(6): 35-45.
[5]	WEI Jianyu, KANG Guohua, WU Junfeng, ZHAO Teng, QIU Yuhuan, XU Chuanxiao. Research on relative position and attitude measurement of visible light/laser combination [J]. Chinese Space Science and Technology, 2022, 42(6): 71-78.
[6]	JIN Lu, ZHANG Feiyang, TIAN Dake. Thermal-structure analysis of modular space deployable antenna support truss structures [J]. Chinese Space Science and Technology, 2022, 42(5): 78-90.
[7]	LI Xiufeng, BAI Guangming, GAO Lingfei, HAN Shaohuan, ZHOU Jiang. Simplification method and application of dynamic analysis model for spacecraft equipment [J]. Chinese Space Science and Technology, 2022, 42(4): 27-35.
[8]	ZHOU Xiaotao, MA Xiaofei, LI Huanxiao. Review of flexible tensioned thin-film deployable antennas [J]. Chinese Space Science and Technology, 2022, 42(4): 77-91.
[9]	WEN Jiangbo, LI Tuanjie, WANG Zuowei, TANG Yaqiong. Interval model updating method for space deployable structure [J]. Chinese Space Science and Technology, 2022, 42(4): 92-101.
[10]	ZHANG Yuanxun, XU Liping, CHEN Guohui, XIE Gengxin, YANG Xiaojun. Analysis and application of deployment principles of large-scale spacecraft parts [J]. Chinese Space Science and Technology, 2022, 42(4): 129-145.
[11]	LI Hao, DENG Zehua, LI Qi. Deployable paraboloid space antenna with adjustable one-layer cable-net reflector [J]. Chinese Space Science and Technology, 2022, 42(3): 82-92.
[12]	WANG Jue, WANG Min, GUO Tingting, ZHONG Xiaoqing, WEN Zheng, WEI Xin. Feasibility study of spacecraft gravity center offset compensation by intentional xenon temperature control [J]. Chinese Space Science and Technology, 2022, 42(2): 39-45.
[13]	YUAN Quan, LIN Hanzheng, ZHANG Jun, WEI Chunling. Attitude maneuver and physical test of large-scale spacecraft with ultra-low frequency [J]. Chinese Space Science and Technology, 2022, 42(1): 57-64.
[14]	TONG Yelong, TAO Zechao, LI Yifan, LIU Zhanjun, JIANG Lifeng, YIN Yazhou. Carbon materials with high thermal conductivity and its application in spacecraft [J]. Chinese Space Science and Technology, 2022, 42(1): 131-138.
[15]	MU Jinzhen, HAO Xiaolong, ZHU Wenshan, LI Shuang. Review and prospect of intelligent perception for non-cooperative targets [J]. Chinese Space Science and Technology, 2021, 41(6): 1-16.

Quantum Particle Swarms Optimizations Algorithm Based on Surrogate Model for the Application of Structural Optimization

PDF (PC)

Knowledge

Abstract

Cite this article

share this article

References

Related Articles 15

Recommended Articles

Metrics

Comments