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Optimizing Decision Making in the Apparel Supply Chain Using Artificial Intelligence (Ai): From Production to Retail

Optimizing Decision Making in the Apparel Supply Chain Using Artificial Intelligence (Ai): From Production to Retail

          
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About the Book

Practitioners in apparel manufacturing and retailing enterprises in the fashion industry, ranging from senior to front line management, constantly face complex and critical decisions. There has been growing interest in the use of artificial intelligence (AI) techniques to enhance this process, and a number of AI techniques have already been successfully applied to apparel production and retailing. Optimizing decision making in the apparel supply chain using artificial intelligence (AI): From production to retail provides detailed coverage of these techniques, outlining how they are used to assist decision makers in tackling key supply chain problems. Key decision points in the apparel supply chain and the fundamentals of artificial intelligence techniques are the focus of the opening chapters, before the book proceeds to discuss the use of neural networks, genetic algorithms, fuzzy set theory and extreme learning machines for intelligent sales forecasting and intelligent product cross-selling systems.
About the Author: W.K. Calvin Wong is Assistant Professor at the Institute of Textiles and Clothing of The Hong Kong Polytechnic University, China. Dr. Wong's research interests focuses on artificial intelligence, optimization algorithms and development of expert and decision support systems for fashion business.
Zhaoxia Guo is at The Hong Kong Polytechnic University's Institute of Textiles and Clothing.
Dr. Y.S. Sunney Leung is Assistant Professor at the Institute of Textiles and Clothing of the Hong Kong Polytechnic University. His research interests include clothing manufacture management, apparel supply chain management, lean and agile production, simulation of teamwork and application of artificial intelligent techniques in fabric cutting.


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Product Details
  • ISBN-13: 9780857097798
  • Publisher: Woodhead Publishing
  • Publisher Imprint: Woodhead Publishing
  • Depth: 19
  • Language: English
  • Returnable: N
  • Spine Width: 16 mm
  • Weight: 530 gr
  • ISBN-10: 0857097792
  • Publisher Date: 24 Jan 2013
  • Binding: Hardback
  • Height: 234 mm
  • No of Pages: 256
  • Series Title: Woodhead Publishing Textiles
  • Sub Title: From Production to Retail
  • Width: 156 mm


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