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Individualized Product Design by Evolutionary Algorithms

机译:通过进化算法设计个性化产品设计

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摘要

The steady trend towards product customization requires new strategies in product design. A promising approach aims at the creation of predesigned product structures optimized for later component adaptations. Thus, if customer demands turn up, change impacts are minimized and can be easier handled in order to diminish delivery time and costs. As available methods of structure planning show disadvantages in comprehensive considerations of in-terdependency networks, an evolutionary algorithm based process has been developed for mediating case specific structural characteristics to the designer. In this context a fitness function has been implemented to meet the selection demands. Further, the new approach permits automated structure optimization by modifying single product dependencies. The designer obtains propositions for useful product adaptation regarding product's aptitude for later customization.
机译:产品定制的稳定趋势需要产品设计的新策略。一个有希望的方法旨在创建针对以后的组件适应优化的预测产品结构。因此,如果客户需求转动,则更改影响最小化,可以更容易地处理以减少交货时间和成本。作为结构规划的可用方法,表明在彼此内依赖网络的综合考虑中缺点,已经开发了一种基于进化算法的过程,用于向设计者中介特定的结构特征进行调解特定的结构特征。在这种情况下,已经实施了健身功能以满足选择需求。此外,新方法通过修改单一产品依赖性来允许自动化结构优化。设计师获得有关产品职业性的有用产品适应的命题,以便于以后的自定义。

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