Fashion sketch design by interactive genetic algorithms

Pik Yin Mok, X. X. Wang, J. Xu, Y. L. Kwok

Research output: Chapter in book / Conference proceedingConference article published in proceeding or bookAcademic researchpeer-review

5 Citations (Scopus)

Abstract

Computer aided design is vitally important for the modern industry, particularly for the creative industry. Fashion industry faced intensive challenges to shorten the product development process. In this paper, a methodology is proposed for sketch design based on interactive genetic algorithms. The sketch design system consists of a sketch design model, a database and a multi-stage sketch design engine. First, a sketch design model is developed based on the knowledge of fashion design to describe fashion product characteristics by using parameters. Second, a database is built based on the proposed sketch design model to define general style elements. Third, a multi-stage sketch design engine is used to construct the design. Moreover, an interactive genetic algorithm (IGA) is used to accelerate the sketch design process. The experimental results have demonstrated that the proposed method is effective in helping laypersons achieve satisfied fashion design sketches.
Original languageEnglish
Title of host publicationProceedings of the Sixth Global Conference on Power Control and Optimization
Pages357-364
Number of pages8
Volume1499
DOIs
Publication statusPublished - 1 Dec 2012
Event6th Global Conference on Power Control and Optimization, PCO 2012 - Las Vegas, NV, United States
Duration: 6 Aug 20128 Aug 2012

Conference

Conference6th Global Conference on Power Control and Optimization, PCO 2012
CountryUnited States
CityLas Vegas, NV
Period6/08/128/08/12

Keywords

  • Interactive genetic algorithms
  • Product design
  • Sketch design

ASJC Scopus subject areas

  • Physics and Astronomy(all)

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