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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
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 Muscat University Library TS1449 .W575 2013 (Browse shelf(Opens below)) Available 001500
Books Books Muscat University Library TS1449 .W575 2013 (Browse shelf(Opens below)) Available 001501
Books Books Muscat University Library TS1449 .W575 2013 (Browse shelf(Opens below)) Available 001076
Books Books Muscat University Library TS1449 .W575 2013 (Browse shelf(Opens below)) Available 001077

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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