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The System of Spindle Optimization Design Based on GA

机译:基于遗传算法的主轴优化设计系统

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Aiming at the optimization design of spindle, this paper introduces deflection constraint, strength constraint, corner constraint, cutting force constraint, the limit of torsional deflection, boundary constraint of design variable, dynamic property constraint , realizes the expression of the mathematical model of the spindle optimization design. Through the introduction of the real number code rule, the selection operator is built by adopting the optimum maintaining tactics and proportional selection, the crossover operator is built by using the method of arithmetic crossover and the mutation operator is built by using the method of uniform mutation. In the platform of VC++, the system of spindle optimization design based on GA is built. The analysis of the example shows that using the genetic algorithm to optimize the spindle can ensure the convergence of the optimization course, expand the search space, and the effect of optimization is obvious.
机译:针对主轴的优化设计,介绍了挠度约束,强度约束,拐角约束,切削力约束,扭转挠度极限,设计变量边界约束,动态特性约束,实现了主轴数学模型的表达。优化设计。通过引入实数编码规则,采用最优维持策略和比例选择法建立选择算子,采用算术交叉法建立交叉算子,采用均匀变异法建立变异算子。在VC ++平台上,构建了基于遗传算法的主轴优化设计系统。实例分析表明,采用遗传算法对主轴进行优化,可以保证优化过程的收敛性,扩大搜索空间,优化效果明显。

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