Multimodal optimisation design of product forms based on aesthetic evaluation

doi:10.1504/IJART.2020.108635

CORC > 兰州理工大学 > 兰州理工大学 > 设计艺术学院

	Multimodal optimisation design of product forms based on aesthetic evaluation
	Zhou, Aimin 1; Ouyang, Jinyan 2; Su, Jianning 2; Zhang, Shutao 2; Yan, Shutian 2
刊名	International Journal of Arts and Technology
	2020
卷号	12 期号:2 页码:128-154
关键词	Decision making Aesthetic characteristics Artificial fish swarm algorithms Comprehensive evaluation Design decision-making Evolutionary design Nonlinear principal component analysis Optimisation designs System characteristics
ISSN号	17548853
DOI	10.1504/IJART.2020.108635
英文摘要	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.
语种	英语
出版者	Inderscience Publishers
内容类型	期刊论文
源URL	[http://ir.lut.edu.cn/handle/2XXMBERH/115162]
专题	设计艺术学院
作者单位	1.School of Mechanical and Electronical Engineering, Lanzhou University of Technology, 287 Langongping Road, Qilihe District, Lanzhou, Gansu; 730050, China; 2.School of Design Art, Lanzhou University of Technology, 287 Langongping Road, Qilihe District, Lanzhou, Gansu; 730050, China
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.