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Product robust design based on evolutionary algorithm

机译:基于进化算法的产品鲁棒性设计

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The product robust design which based on evolutionary algorithm could improve the general degree of the products greatly, achieve maximum product function, and meet the diverse needs of users. The product characteristic matrix and the product's binary tree structure gene are formed by semantic analysis and hierarchical cluster analysis. Through crossover and mutated of the robust factor, robust population and using population, using evolutionary operator such as similarity, correlation, fitness equation to get the global optimal product design solution, which can ensure that product has no sensitivity and small fluctuations while being used in different environment, facing different user with different usage, and then the product could achieve strong robustness. The example of the high-heeled shoes shows that this method has better adaptability and innovativeness in product design.
机译:基于进化算法的产品鲁棒性设计可以大大提高产品的综合程度,实现最大的产品功能,并满足用户的多样化需求。通过语义分析和层次聚类分析,形成了产品特征矩阵和产品的二叉树结构基因。通过对鲁棒因子,鲁棒种群和使用种群进行交叉和变异,使用相似性,相关性,适应性方程等进化算子来获得全局最优产品设计解决方案,从而可以确保产品在使用过程中没有敏感性和小波动。在不同的环境下,面对不同的用户,使用不同的产品,产品可以达到很强的鲁棒性。以高跟鞋为例,表明该方法在产品设计中具有较好的适应性和创新性。

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