基于均匀初始种群改进遗传算法的圆柱度误差评估

Hu Lin, Yong Peng
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引用次数: 2

摘要

圆柱特征已成为机械设计中最重要的特征之一。给出了圆柱度公差的数学定义和圆柱度误差评定的数学模型。本文为圆柱度误差的评定提供了一种智能评定方法,创新之处在于:首先,该算法不再只考虑方向矢量的部分分量,而是考虑圆柱轴方向矢量的所有分量。其次,为了使遗传算法快速收敛,提出了一种具有均匀初始种群的改进遗传算法来寻找圆柱度误差的最优解。实验结果表明,该算法具有高效、易编码的特点。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Evaluation of Cylindricity Error Based on an Improved GA with Uniform Initial Population
Cylindrical feature has become one of the most important features in mechanical designs. This paper presents the mathematical definition of cylindricity tolerance and mathematical model for cylindricity error evaluation. An intelligent evaluation method is provided for the evaluation of cylindricity error in this paper and the innovation can be stated as follows. Firstly, instead of considering partial components of the directional vector only, this algorithm proposed takes all the components of directional vector of the axis of cylinder into consideration. Secondly, for making the genetic algorithm converge fast, an improved genetic algorithm with uniform initial population was proposed to find the optimization of the error of cylindricity. The proposed algorithm is efficient and easy to code, and the experiment results indicate its effectiveness.
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