Fusion of Cognitive Information: Evaluation and Evolution Method of Product Image Form

doi:10.1155/2021/5524093

CORC > 兰州理工大学 > 兰州理工大学 > 设计艺术学院

	Fusion of Cognitive Information: Evaluation and Evolution Method of Product Image Form
	Zhang, Shutao; Su, Pengfei; Liu, Shifeng
刊名	COMPUTATIONAL INTELLIGENCE AND NEUROSCIENCE
	2021
卷号	2021
ISSN号	1687-5265
DOI	10.1155/2021/5524093
英文摘要	In order to realize the stability and inheritance of image characteristics in the development process of a series of products, we comprehensively analyzed the cognitive differences among users, designers, and engineers and propose a multicriteria decision system for an intelligent design method of product forms based on a logistic regression model, relative entropy theory, and preference mapping (PREFMAP). First, from the perspective of the role characteristics of the design subjects, an equilibrium evaluation model was constructed using the logistic regression model and relative entropy theory. Second, combining the multidimensional perception space and the characteristics measurement of the product form, the fitness function of the image form was constructed based on PREFMAP. Third, a genetic algorithm was applied to establish the intelligent image-style-oriented design method, which could guide the image form development of a product series through innovative design. Lastly, the method was verified by taking Audi A4L series headlights as an example. And the image evaluation of the two new schemes was greater than that of the previous seven generations of headlights. The results verify the effectiveness and feasibility of the method. In this paper, we structured a relatively preliminary model to explain the fusion of cognitive information. More subjective and objective factors, algorithms, and image recognition technology need to be further studied to improve the model in our future work.
WOS研究方向	Mathematical & Computational Biology ; Neurosciences & Neurology
语种	英语
出版者	HINDAWI LTD
WOS记录号	WOS:000636073900001
内容类型	期刊论文
源URL	[http://ir.lut.edu.cn/handle/2XXMBERH/148315]
专题	设计艺术学院
作者单位	Lanzhou Univ Technol, Sch Design Art, Lanzhou 730050, Peoples R China
推荐引用方式 GB/T 7714	Zhang, Shutao,Su, Pengfei,Liu, Shifeng. Fusion of Cognitive Information: Evaluation and Evolution Method of Product Image Form[J]. COMPUTATIONAL INTELLIGENCE AND NEUROSCIENCE,2021,2021.
APA	Zhang, Shutao,Su, Pengfei,&Liu, Shifeng.(2021).Fusion of Cognitive Information: Evaluation and Evolution Method of Product Image Form.COMPUTATIONAL INTELLIGENCE AND NEUROSCIENCE,2021.
MLA	Zhang, Shutao,et al."Fusion of Cognitive Information: Evaluation and Evolution Method of Product Image Form".COMPUTATIONAL INTELLIGENCE AND NEUROSCIENCE 2021(2021).