Research on the intelligent design of the multidimensional form of a product under a brand cobweb constraint

doi:10.1504/IJART.2020.112648

CORC > 兰州理工大学 > 兰州理工大学 > 设计艺术学院

	Research on the intelligent design of the multidimensional form of a product under a brand cobweb constraint
	Yang, Wenjin 3; Su, Jianning 2; Zhang, Shutao 2; Qiu, Kai 2; Su, Pengfei 2; Zhang, Xinxin 1
刊名	International Journal of Arts and Technology
	2020
卷号	12 期号:4 页码:352-374
关键词	Genes Genetic algorithms Tractors (agricultural) Tractors (truck)
ISSN号	17548853
DOI	10.1504/IJART.2020.112648
英文摘要	Based on the cobweb theory and bee evolutionary genetic algorithm (BEGA), a multidimensional style intelligent design method is proposed to inherit the brand characteristics and obtain a multidimensional product style during the design process. Cobweb theory is used to characterise the multidimensional development of product genealogy, analyse the product morphological evolution mechanism of past generations, and distinguish morphological genes. The efficient inheritance of the BEGA guarantees the selection, crossover and mutation of genetic features. Based on the cobweb model of a certain brand of tractors, different morphological gene types were distinguished. With a human-computer evaluation, a constraint model that reflects the brand culture and consumer personality requirements was constructed. The BEGA was used to establish a multidimensional style intelligent design method for a certain brand. A tractor is used as an example to explain the process, and a set of experiments are used to verify the feasibility and effectiveness of the method. Copyright © 2020 Inderscience Enterprises Ltd.
WOS研究方向	Computer Science
语种	英语
出版者	Inderscience Publishers
WOS记录号	WOS:000613351300005
内容类型	期刊论文
源URL	[http://ir.lut.edu.cn/handle/2XXMBERH/151245]
专题	设计艺术学院
作者单位	1.School of Art, Design and Media, East China University of Science and Technology, 200237, China 2.School of Design Art, Lanzhou University of Technology, 730050, China; 3.School of Mechanical and Electrical Engineering, Lanzhou University of Technology, 730050, China;
推荐引用方式 GB/T 7714	Yang, Wenjin,Su, Jianning,Zhang, Shutao,et al. Research on the intelligent design of the multidimensional form of a product under a brand cobweb constraint[J]. International Journal of Arts and Technology,2020,12(4):352-374.
APA	Yang, Wenjin,Su, Jianning,Zhang, Shutao,Qiu, Kai,Su, Pengfei,&Zhang, Xinxin.(2020).Research on the intelligent design of the multidimensional form of a product under a brand cobweb constraint.International Journal of Arts and Technology,12(4),352-374.
MLA	Yang, Wenjin,et al."Research on the intelligent design of the multidimensional form of a product under a brand cobweb constraint".International Journal of Arts and Technology 12.4(2020):352-374.