上海大学学报(自然科学版) ›› 2007, Vol. 13 ›› Issue (1): 22-27 .
• 机电与自动化 • 上一篇 下一篇
张凯燕;莫云辉;邓召义
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ZHANG Kai yan; MO Yun hui;DENG Zhaoyi; et al
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摘要： 运用模糊可靠性优化理论和物元分析法，建立多目标模糊可靠性优化数学模型.并在标准遗传算法的基础上，通过改进遗传算子，引入菱形思维和模拟退火算法，得到了具有实值编码技术的改进型自适应遗传算法.实现了具有混合设计变量的行星齿轮传动参数优化.
关键词: 多目标, 改进遗传算法, 模糊可靠性优化, 物元
Abstract: This paper establishes a multi object fuzzy reliability optimization model with fuzzy reliability optimization theory and a matter element method. By using im proved operators, simulating annealing and lozenge thinking, an improved genetic algorithm that adopts a real code method is obtained. In this algorithm, crosso ver rate and mutation rate can be adjusted automatically during evolution. Optim ization of planar gear transmission with multiple objects is achieved.
Key words: improved genetic algorithm, matter element, multi object, fuzzy reliability optimization
张凯燕;莫云辉;邓召义. 改进遗传算法的行星齿轮传动多目标模糊物元可靠性优化[J]. 上海大学学报(自然科学版), 2007, 13(1): 22-27 .
ZHANG Kai yan;MO Yun hui;DENG Zhaoyi;et al . Multi object Fuzzy Reliability Optimization of Planar Gear Transmission Based on Improved Genetic Algorithm[J]. Journal of Shanghai University（Natural Science Edition）, 2007, 13(1): 22-27 .
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https://www.journal.shu.edu.cn/CN/Y2007/V13/I1/22
