中国机械工程 ›› 2021, Vol. 32 ›› Issue (23): 2890-2897.DOI: 10.3969/j.issn.1004-132X.2021.23.014

• 医工结合与仿生设计技术 • 上一篇    下一篇

基于视觉感知的灰色设计决策方法

陆蔚华;孙天琪   

  1. 南京航空航天大学机电学院,南京,210016
  • 出版日期:2021-12-10 发布日期:2021-12-23
  • 作者简介:陆蔚华,女,1981年生,副教授。研究方向为工业设计、感性设计、智能设计等。发表论文20余篇。E-mail:weihua.lu@nuaa.edu.cn。ISSN 1004132X
  • 基金资助:
    国家重点研发计划(2019YFB1406400)

Grey Design Decision Method Based on Visual Perception Data

LU Weihua;SUN Tianqi   

  1. College of Mechanical and Electrical Engineering,Nanjing University of Aeronautics and Astronautics,Nanjing,210016
  • Online:2021-12-10 Published:2021-12-23

摘要: 针对人的隐性知识在设计决策过程中难以外显,导致决策结果不确定的问题,提出了一种融合视觉感知数据的灰色设计决策方法。基于视觉感知、注意与偏好的映射关系,建立视觉感知认知模型。综合决策者显性维度的主观选择和隐性维度的眼动追踪数据,构建偏好设计决策的评判机制,利用余弦距离来分配决策者权重,利用灰色决策综合排序求得方案的优劣顺序。以电饭煲为对象进行实例研究,结果表明该方法能得到客观、准确的决策结论,可有效应用于信息有限条件下的群体决策,为设计创新提供方法参考。

关键词: 设计决策, 灰色理论, 内隐测量, 视觉感知, 眼动追踪

Abstract: Aiming at the problems that tacit knowledge was difficult to be revealed in the design decision processes, which led to the uncertain decision results, a grey design decision method blending visual perception data was proposed. Based on the mapping among visual perception, attention and preference, a cognitive model of visual perception was created. Integrating the decision makers subjective choice of explicit dimension and the eye tracking data of implicit dimension, a preference design decision-making evaluation mechanism was constructed, cosine distance was used to assign the weight of decision makers, and the gray decision comprehensive ranking was used to obtain the order of proposals. A case study was carried out on the rice cooker, the results show that the method may obtain objective and accurate decision-making conclusion. This protocol may be effectively applied to group decision-making under the conditions of limited information, and provide method reference for design innovation. 

Key words: design decision, grey theory, implicit measurement, visual perception, eye tracking

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