Hierarchical case-based reasoning to support knitwear design

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Abstract

Knitwear design is a creative activity that is hard to automate using the computer. The production of the associated knitting pattern, however, is repetitive, time-consuming and error-prone, calling for automation. Our objectives are two-fold: to facilitate the design and to ease the burden of calculations and checks in pattern production. We conduct a feasibility study for applying case-based reasoning in knitwear design: we describe appropriate methods and show their application.

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  • CIRP_journal-article.pdf

    Rights statement: NOTICE: this is the author’s version of a work that was accepted for publication in CIRP journal of manufacturing science and technology. Changes resulting from the publishing process, such as peer review, editing, corrections, structural formatting, and other quality control mechanisms may not be reflected in this document. Changes may have been made to this work since it was submitted for publication. A definitive version was subsequently published in Hierarchical case-based reasoning to support knitwear design. CIRP journal of manufacturing science and technology, 2 (4), pp. 299-309. DOI http://dx.doi.org/10.1016/j.cirpj.2010.06.002

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Details

Original languageEnglish
Pages (from-to)299-309
Number of pages11
JournalCirp Journal of Manufacturing Science and Technology
Volume2
Issue number4
DOIs
StatePublished - 2010

Bibliographic note

NOTICE: this is the author’s version of a work that was accepted for publication in CIRP journal of manufacturing science and technology. Changes resulting from the publishing process, such as peer review, editing, corrections, structural formatting, and other quality control mechanisms may not be reflected in this document. Changes may have been made to this work since it was submitted for publication. A definitive version was subsequently published in Hierarchical case-based reasoning to support knitwear design. CIRP journal of manufacturing science and technology, 2 (4), pp. 299-309. DOI http://dx.doi.org/10.1016/j.cirpj.2010.06.002

    Keywords

  • computer-aided design, CAD), case-based reasoning, CBR, knitwear design, similarity, adaptation

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