首页> 外文会议>World Congress on Intelligent Control and Automation(WCICA 2004) vol.4; 20040615-19; Hangzhou(CN) >INTEGRATED INTELLIGENT ALGORITHM FOR PRODUCT DESIGN BASED ON SIMULATION OF CREATIVE THINKING
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INTEGRATED INTELLIGENT ALGORITHM FOR PRODUCT DESIGN BASED ON SIMULATION OF CREATIVE THINKING

机译:基于创意思维模拟的产品设计集成智能算法

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摘要

In order to simulate creative design thinking of human being and then improve those product design methods commonly used, a model of creative thinking consisting of alternant emanative and converging thinking was put forth, these shortages in Case-Based Reasoning (CBR) and Genetic Algorithms (GA) were analyzed by the model. It was proved that the fundamental reason of these shortages is that they only can simulate a single process in the model of creative thinking. Then a simulation algorithm of directed similarity association is brought forward so as to realize the computation of similarity degree of product demand between components, and simulate the whole model of creative thinking by combining CBR and GA. A corresponding product design system was put forward, and then an experiment was conducted, and the results show that the combined intelligent algorithm has good performance in search.
机译:为了模拟人类的创意设计思维,然后改进那些常用的产品设计方法,提出了一种由交替的发散性和融合性思维组成的创意思维模型,其中基于案例的推理(CBR)和遗传算法存在这些不足( GA)由模型进行了分析。事实证明,这些不足的根本原因是它们只能在创造性思维模型中模拟单个过程。提出了有向相似度关联的仿真算法,以实现组件间产品需求相似度的计算,并结合CBR和GA对创意思维的整体模型进行仿真。提出了相应的产品设计系统,然后进行了实验,结果表明组合的智能算法具有良好的搜索性能。

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