Multimodal optimisation design of product forms based on aesthetic evaluation

doi:10.1504/IJART.2020.108635

IR > 设计艺术学院

	Multimodal optimisation design of product forms based on aesthetic evaluation
	Zhou, Aimin1 ; Ouyang, Jinyan2 ; Su, Jianning2 ; Zhang, Shutao2 ; Yan, Shutian 1
	2020
发表期刊	International Journal of Arts and Technology
ISSN	17548853
卷号	12 期号:2 页码:128-154
摘要	In order to obtain beautiful product form scheme, we propose a multimodal optimisation design method for product form based on quantitative aesthetic evaluation. A system of aesthetic measures was established for aesthetic characteristics leaning on alignment of aesthetic principles and gestalt principles. Comprehensive evaluations were achieved with the nonlinear principal component analysis (NLPCA) method, which was based on the system characteristics of aesthetic cognition. To simulate the underlying design thinking, the multimodal optimisation design system was realised utilising niche artificial fish-swarm algorithm (NAFSA). The multimodal optimisation system is able to provide a variety of alternative scheme candidates for design decision-making. We demo the efficacy and robustness of this design system with a study of evolutionary design of the front faces of small vehicles. © 2020 Inderscience Enterprises Ltd.
关键词	Decision making
DOI	10.1504/IJART.2020.108635
收录类别	EI ; ESCI
语种	英语
WOS研究方向	Computer Science
WOS类目	Computer Science, Interdisciplinary Applications
WOS记录号	WOS:000555428300003
出版者	Inderscience Publishers
EI入藏号	20203709165332
EI主题词	Product design
EI分类号	912.2 Management ; 913.1 Production Engineering
来源库	WOS
引用统计	无
文献类型	期刊论文
条目标识符	https://ir.lut.edu.cn/handle/2XXMBERH/151255
专题	设计艺术学院
通讯作者	Ouyang, Jinyan
作者单位	1.Lanzhou Univ Technol, Sch Mech & Elect Engn, 287 Langongping Rd, Lanzhou 730050, Gansu, Peoples R China; 2.Lanzhou Univ Technol, Sch Design Art, 287 Langongping Rd, Lanzhou 730050, Gansu, Peoples R China
第一作者单位	兰州理工大学
通讯作者单位	兰州理工大学
第一作者的第一单位	兰州理工大学
推荐引用方式 GB/T 7714	Zhou, Aimin,Ouyang, Jinyan,Su, Jianning,et al. Multimodal optimisation design of product forms based on aesthetic evaluation[J]. International Journal of Arts and Technology,2020,12(2):128-154.
APA	Zhou, Aimin,Ouyang, Jinyan,Su, Jianning,Zhang, Shutao,&Yan, Shutian.(2020).Multimodal optimisation design of product forms based on aesthetic evaluation.International Journal of Arts and Technology,12(2),128-154.
MLA	Zhou, Aimin,et al."Multimodal optimisation design of product forms based on aesthetic evaluation".International Journal of Arts and Technology 12.2(2020):128-154.