Optimizing decision making in the apparel supply chain using artificial intelligence (AI) : from production to retail / W.K. Wong, Z.X. Guo and S.Y.S. Leung.

By: Contributor(s): Material type: TextTextSeries: Woodhead publishing in textilesPublication details: Cambridge ; Philadelphia : Woodhead Publishing Ltd ; published in association with The Textile Institute, 2013.Description: xvii, 231 p. : ill. ; 24 cmISBN:
  • 9780857097798 (print)
  • 0857097792 (print)
  • 9780857097842 (online)
Subject(s): LOC classification:
  • TS1449 .W575 2013
Contents:
Understanding key decision points in the apparel supply chain -- Fundamentals of artificial intelligence techniques for apparel management applications -- Selecting the location of apparel manufacturing plants using neural networks -- Optimizing apparel production order planning scheduling using genetic algorithms -- Optimizing cut order planning in apparel production using evolutionary strategies -- Optimizing marker planning in apparel production using evolutionary strategies and neural networks -- Optimizing fabric spreading and cutting schedules in apparel production using genetic algorithms and fuzzy set theory -- Optimizing apparel production systems using genetic algorithms -- Intelligent sales forecasting for fashion retailing using harmony search algorithms and extreme learning machines -- Intelligent product cross-selling system in fashion retailing using radio frequency identification (RFID) technology, fuzzy logic and rule-based expert system.
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Holdings
Item type Current library Call number Status Date due Barcode
Books Books Kwara State University Library TS1449 .W66 2013 (Browse shelf(Opens below)) Available 015073-02
Books Books Kwara State University Library TS1449 .W66 2013 (Browse shelf(Opens below)) Available 015073-03
Books Books Kwara State University Library TS1449 .W66 2013 (Browse shelf(Opens below)) Available 015073-04

Includes bibliographical references and index.

Understanding key decision points in the apparel supply chain -- Fundamentals of artificial intelligence techniques for apparel management applications -- Selecting the location of apparel manufacturing plants using neural networks -- Optimizing apparel production order planning scheduling using genetic algorithms -- Optimizing cut order planning in apparel production using evolutionary strategies -- Optimizing marker planning in apparel production using evolutionary strategies and neural networks -- Optimizing fabric spreading and cutting schedules in apparel production using genetic algorithms and fuzzy set theory -- Optimizing apparel production systems using genetic algorithms -- Intelligent sales forecasting for fashion retailing using harmony search algorithms and extreme learning machines -- Intelligent product cross-selling system in fashion retailing using radio frequency identification (RFID) technology, fuzzy logic and rule-based expert system.

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