Development of a fuzzy-rule based system for product development in the garment industry

C. K.H. Lee, King Lun Tommy Choy, G. T.S. Ho, Stephen W.Y. Cheng, C. H.Y. Lam, Jason C.H. Lee, Yufan Huang

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

Abstract

The garment industry has been in a transformation since the emergence of the fast fashion trend. For business survival, garment manufacturers are required to shorten the time to market and develop products which can meet the changing expectations of customers. This exerts a great pressure on fashion designers who are urged to consider customers' preferences in their designs and develop new products efficiently. Historical data related to product design and customer purchasing behavior thus serves as important information for effective new product development (NPD). In this paper, a fuzzy-rule based system (FBS) is developed to discover relationships between product styles and customer preferences from historical data. The knowledge discovered can help the industry design products which are not only fashionable, but are also saleable in the market. To evaluate the proposed system, a case study is conducted in which a real-set of data are tested to generate fuzzy decision rules. The results reveal that the FBS can provide knowledge support to NPD in the garment industry.
Original languageEnglish
Title of host publicationPICMET 2015 - Portland International Center for Management of Engineering and Technology
Subtitle of host publicationManagement of the Technology Age, Proceedings
PublisherPortland State University
Pages1676-1686
Number of pages11
Volume2015-September
ISBN (Electronic)9781890843328
DOIs
Publication statusPublished - 21 Sep 2015
EventPortland International Center for Management of Engineering and Technology, PICMET 2015 - Portland, United States
Duration: 2 Aug 20156 Aug 2015

Conference

ConferencePortland International Center for Management of Engineering and Technology, PICMET 2015
Country/TerritoryUnited States
CityPortland
Period2/08/156/08/15

ASJC Scopus subject areas

  • Engineering(all)
  • Strategy and Management

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