摘要
提出基于遗传算法的产品意象造型优化设计方法,运用语意差异法提取内隐的用户意象语意信息,以及多维度尺度法、形态分析法分析产品造型特征,再由数量化一类方法求取造型特征与感性意象之间量化关系,最终依层次分析确定的目标函数进行遗传优化得到设计方案。试验结果表明该方法对于意象造型设计的优化具有很好的适用性。
Aiming at improving design in an optimal manner, the method of product form image based on genetic algorithm is presented. Firstly, users＇ implicit product image information are extracted from semantic differential method, product form features acquired through multidimensional scaling and morphological analysis. Then the relation between form features and image words are quantified by quantification I. The optimal design is advanced through genetic operation, in which the objective function is decided by analytic hierarchy process. Results of the example in designing mobile phone indicate that this method is reasonable and practical.
出处
《机械工程学报》
EI
CAS
CSCD
北大核心
2007年第4期53-58,64,共7页
Journal of Mechanical Engineering
基金
国家自然科学基金(60475025)
教育部博士点基金(20050335096)资助项目。
关键词
遗传算法
产品意象
数量化一类
语意差异法
层次分析法
Genetic algorithm Product image Quantification I Semantic differential method Analytic hierarchy process
