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Synthesis of Mechanical Structures Using a Genetic Algorithm

机译:使用遗传算法合成机械结构

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This paper proposes a representation for the embodiment design and a genetic algorithm suited for the representation. Since embodiment design consists of highly interrelated design processes, how to formalize and integrate the processes has become an important issue. In this paper, embodiment design is modeled as simultaneous multi-objective optimization of parametric designs for parts and of layout generation for structures. The study, thus, involves genotypes that are adequate to represent phenotypes of the models for the genetic algorithm to solve the given problems. We demonstrate the implementation of the genetic algorithm with the result applied to the gear equipment design.
机译:本文提出了用于实施例设计的表示,以及适合该表示的遗传算法。由于实施例设计由高度相关的设计过程组成,因此如何形式化和集成过程已成为一个重要的问题。在本文中,将实施例设计建模为零件参数设计和结构布局生成的同时多目标优化。因此,该研究涉及的基因型足以代表遗传算法解决给定问题的模型的表型。我们演示了遗传算法的实现,并将其结果应用于齿轮设备设计。

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