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Design of a Leaf Spring Using a Genetic Algorithm

机译:基于遗传算法的板簧设计

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This paper describes a design method of a leaf spring using a genetic algorithm. To avoid disconnected shape, a novel genetic representation which contains travel points and their order is proposed. A two-stage search is performed to improve the convergence and compared with the single stage search. To demonstrate the proposed method, it is applied to a leaf spring for an optical disc drive (ODD) actuator. The final result of the genetic algorithm has unnecessary parts, and thus manual mending process is needed. The obtained design of the leaf spring satisfies the required specification. The proposed design method is very simple, and hence it is expected that the proposed design method can be easily applied to other applications.
机译:本文介绍了一种使用遗传算法的板簧设计方法。为了避免形状不连续,提出了一种新颖的遗传表示法,其中包含旅行点及其顺序。执行两阶段搜索以提高收敛性,并与单阶段搜索进行比较。为了演示所提出的方法,将其应用于光盘驱动器(ODD)致动器的板簧。遗传算法的最终结果包含不必要的部分,因此需要手动修复过程。所获得的板簧设计满足要求的规格。所提出的设计方法非常简单,因此期望所提出的设计方法可以容易地应用于其他应用。

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