基于CBR和遗传算法的产品设计专家系统

Lai Chaoan
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引用次数: 5

摘要

提出了一种基于案例推理(CBR)系统的同时优化方法,该方法采用遗传算法进行产品设计。已有研究提出了许多基于CBR和遗传算法的产品设计混合模型。然而,这些模型并不擅长帮助创意设计。本研究将CBR和遗传算法结合起来,根据人类思维模型模拟有向相似性关联的算法过程。实验结果表明,新的混合模型优于其他传统的创意设计方法。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
The Expert System of Product Design Based on CBR and GA
This paper presents a simultaneous optimization method of a case-based reasoning (CBR) system using a genetic algorithm (GA) for product designing. Prior research proposed many hybrid models of CBR and the GA for product design. However, those models were not good at aiding at creative designing. In this study, CBR and GA combine with a algorithm process for simulation of directed similarity association according to human being's thought models. Experimental results show that the new hybrid model outperforms other conventional approaches for creative design.
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