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A Genetic Algorithm to Design Industrial Materials

机译:工业材料设计的遗传算法

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摘要

At present, the development of our society is still marked by the need for lighter and stronger structures with a minimum manufacturing cost. The materials that are responding best to these needs are composite materials and as a result, these are replacing many traditional materials such as steel, wood or aluminium. Designing composite materials is difficult because it involves designing the geometry of the element and composition. Traditionally, due to the limited knowledge of these materials, these design tasks have been based on approximate methods; the possibilities for creating composite materials is almost unlimited, characterization by testing is very expensive and it is difficult to apply the results to other contexts. Due to this fact, the whole design task relies on the ability of an expert to select the best combination based on their knowledge and experience. This paper presents and compares a genetic Algorithm to design industrial materials.
机译:目前,我们社会的发展仍然以需要更轻,更坚固,结构成本最低的结构为特征。最能满足这些需求的材料是复合材料,因此,它们正在替代许多传统材料,例如钢,木材或铝。设计复合材料很困难,因为它涉及设计元素的几何形状和成分。传统上,由于对这些材料的了解有限,因此这些设计任务是基于近似方法的。制造复合材料的可能性几乎是无限的,通过测试进行表征非常昂贵,并且难以将结果应用于其他情况。因此,整个设计任务取决于专家根据他们的知识和经验来选择最佳组合的能力。本文介绍并比较了一种遗传算法来设计工业材料。

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