3D modeling design and rapid style recommendation of polo shirt based on interactive genetic algorithm. (October 2020)

• Record Type: Journal Article
• Authors: Zhuo, Zhang; Honglian, Cong
• Is Part Of: Journal of engineered fibers and fabrics. Volume 15(2020)
• Publication Date: 2020-10
• Subjects: Clothing modeling -- interactive genetic algorithm -- virtual display; Nonwoven fabrics -- Periodicals; Fibers -- Periodicals; Fibers; Nonwoven fabrics; Periodicals; 677.6
• DOI: 10.1177/1558925020966664
• Languages: English
• ISSNs: 1558-9250

Abstract

This paper proposes a design method for personalized 3D modeling and a rapid style recommendation of polo shirts based on interactive genetic algorithms. Through the research on the parametric multi-style design method of polo shirts, this paper proposes 3D design methods such as the conversion of 3D models, component splicing, and stripes matching mapping rules. In addition, we establish a coded component library of style parts and striped designs to realize the component modeling of tailor-made styles for polo shirts. Besides, the Interactive Genetic Algorithm (IGA) is introduced in the article. Through the algorithm coding, initial population generation, selection, using the scoring mechanism to obtain the user's suitability evaluation of the program, crossover, and mutation, etc., gradually generating a user-satisfied polo shirt style model design plan, a personalized rapid style recommendation of the user-oriented polo shirt is established. This system can present tailored polo shirt style for customers, and WYSIWYG, to find the most favorite clothing styles for customers and lower the threshold of clothing design expertise.