Please wait a minute...
工程设计学报
Chinese Journal of Engineering Design  2001, Vol. 8 Issue (3): 146-148    DOI:
    
Optimization of System Reliability Based on Genetic Algorithm
 GAO  Shang
Department of Electronics and Information, East China Shipbuilding Institute, Zhenjiang 212003, China
Download: HTML     PDF(158KB)
Export: BibTeX | EndNote (RIS)      

Abstract   A redundancy optimization model is given. Many optimization methods to solve optimum model and their advantages and shortages are analyzed. A genetic algorithm is put forward comparing with heuristic method, and its effectiveness is illustrated through result. The initial value of genetic algorithm was discussed also.

Key words：  genetic algorithm      reliability      optimization      heuristic method     
Published: 15 September 2001
Service
E-mail this article
Add to my bookshelf
Add to citation manager
E-mail Alert
RSS
Articles by authors
GAO Shang
Cite this article:

GAO Shang. Optimization of System Reliability Based on Genetic Algorithm. Chinese Journal of Engineering Design, 2001, 8(3): 146-148.

URL:

https://www.zjujournals.com/gcsjxb/     OR     https://www.zjujournals.com/gcsjxb/Y2001/V8/I3/146


基于遗传算法的可靠性优化

建立了可靠性冗余优化模型,分析了各种优化方法的优缺点.提出了遗传算法,并通过实例将遗传算法与启发式方法作了比较,结果表明遗传算法较为有效.对遗传算法初值的选取也作了讨论.

关键词： 遗传算法,  可靠性,  优化,  启发式方法 
[1] Xiaoqiang ZHANG,Biwei LU,Jiaqin LIU,Yucheng WU. Topology optimization design and steady-state thermal analysis of fusion reactor divertor[J]. Chinese Journal of Engineering Design, 2023, 30(5): 601-607.
[2] Yuchun KUANG,Hui ZHONG,Liangchun ZHONG. Design and research of screw motor with quasi circular-arc contour-pattern[J]. Chinese Journal of Engineering Design, 2023, 30(5): 640-649.
[3] Baicun WANG,Kailing ZHU,Jinsong BAO,Feng WANG,Haibo XIE,Huayong YANG. Intelligent design and scheduling optimization of painted body storage based on digital pedestal system[J]. Chinese Journal of Engineering Design, 2023, 30(4): 399-408.
[4] Jindong WANG,Yuhong XIE,Yi CHEN,Zhanyang WU. Biomimetic design of hammer pieces for hammer mill based on beaver incisors[J]. Chinese Journal of Engineering Design, 2023, 30(4): 476-484.
[5] Jianghao LI,Wensheng XIAO,Wentai YU,Hongyan WANG,Shunqing LIU,Youfu SUN. Reliability analysis and allocation research of ultra-deep water pile hammer system[J]. Chinese Journal of Engineering Design, 2023, 30(4): 485-494.
[6] Zhimin GUO,Haishu DAI,Jiang ZHAI,Haocen HONG,Baicun WANG,Haibo XIE,Huayong YANG. Distributed co-simulation and dynamic optimization of axial piston pump based on FMI[J]. Chinese Journal of Engineering Design, 2023, 30(4): 495-502.
[7] Fangjian DOU,Qingying QIU,Cheng GUAN,Jinjie SHAO,Haifeng WU. Optimization design of acceleration and deceleration curve of winding machine with large moment of inertia[J]. Chinese Journal of Engineering Design, 2023, 30(4): 503-511.
[8] Yumin HE,Ying HAN,Jing ZHOU. Research on adaptive sliding mode control of tower crane based on improved fruit fly optimization algorithm[J]. Chinese Journal of Engineering Design, 2023, 30(3): 271-280.
[9] Dong ZHANG,Pei YANG,Zhexuan HUANG,Lingyu SUN,Minglu ZHANG. Design and optimization of pendulous magnetic adsorption mechanism for wall-climbing robots[J]. Chinese Journal of Engineering Design, 2023, 30(3): 334-341.
[10] Xiaofei ZHENG,Zhenhai HUANG,Xiaolong MA,Jianxin WANG,Binrui WANG. Structure optimization and analysis of pole-climbing robot based on SIMP method[J]. Chinese Journal of Engineering Design, 2023, 30(3): 342-352.
[11] Hongjie GUO,Shuya LIANG,Wenhua CHEN,Liqiang ZHONG,Zhewen CHEN,Jiahui YAN. Research on influence of wire spring inclination angle on storage life of wire spring hole electrical connector[J]. Chinese Journal of Engineering Design, 2023, 30(3): 390-398.
[12] Qin LI,Rui YAN,Zhiqiang HUANG,Gang LI. Research on matching design and optimization of drive motor of electric drive vibroseis[J]. Chinese Journal of Engineering Design, 2023, 30(2): 172-181.
[13] Junliang FAN,Li XIAO,Yueting LUO,Gang CHEN,Xiaolin QU,Yi TANG,Hengxiang GONG. Optimization design and implementation of atomization assisted CVD cavity[J]. Chinese Journal of Engineering Design, 2023, 30(2): 182-188.
[14] Peng-cheng ZHANG,Jian-ye NIU,Cheng-lei LIU,Jing-ke SONG,Li-peng WANG,Jian-jun ZHANG. Mechanism parameter optimization and trajectory planning of traction lower limb rehabilitation robot[J]. Chinese Journal of Engineering Design, 2022, 29(6): 695-704.
[15] Zheng-feng ZHANG,Xiao-yu SONG,Xiao-lei YUAN,Wen-juan CHEN,Wei-dong ZHANG. Reliability optimization design for crashworthiness of Al/CFRP hybrid thin-walled structure[J]. Chinese Journal of Engineering Design, 2022, 29(6): 720-730.