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遗传算法在角接触球轴承数值求解中的应用

Application of Genetic Algorithm in Numerical Solution of Analysis Model for Angular-Contact Ball Bearings
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摘要 依据赫兹接触理论建立了角接触球轴承分析模型。通过改进的遗传算法对分析模型的非线性方程组进行求解,并通过算例验证了该方法的有效性。结果证明,采用改进的遗传算法对角接触球轴承分析模型进行数值求解,可以有效解决Newton-Raphson法求解方程需要设定初值且易出现不收敛的问题。 In this paper, an angular contact ball bearing analysis model has been established based on Hertz contact theory. Solving nonlinear equations by improved genetic algorithm and verified the effectiveness of the method through numerical experiment. The results proved that the adoption of improved genetic algorithm to solve the analysis model of angular contact ball bearing, can effectively resolve the problem of the Newton-Raphson method such as no convergence and need initial value, the calculation results is satisfying.
作者 师浩浩 刘松 孔垂青 王悦晗 王煜 Shi Haohao;Liu Song;Kong Chuiqing;Wang Yuehan;Wang Yu(China National Heavy Machinery Research Institute Co.,Ltd.,Xi'an Shaanxi 710032)
出处 《现代工业经济和信息化》 2019年第7期128-131,共4页 Modern Industrial Economy and Informationization
关键词 遗传算法 角接触球轴承 非线性方程组 数值求解 genetic algorithm angular contact ball bearing nonlinear equations numerical solution
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