Optimizing decision making in the apparel supply chain using artificial intelligence (AI): from production to retail
Saved in:
| Main Author: | |
|---|---|
| Format: | Electronic eBook |
| Language: | English |
| Published: |
Cambridge
Woodhead Publishing Ltd
2013
|
| Series: | Woodhead publishing in textiles
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| Subjects: | |
| Online Access: | Volltext |
| Item Description: | Includes bibliographical references and index 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. Helps the reader gain an understanding of the key decision points in the apparel supply chainDiscusses the fundamentals of artificial intelligence techniques for apparel management techniquesConsiders the use of neural networks in selecting the location of apparel manufacturing plants |
| Physical Description: | 1 Online-Ressource (xvii, 231 pages) |
| ISBN: | 9780857097842 0857097849 9780857097798 0857097792 |
Staff View
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| 500 | |a 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. Helps the reader gain an understanding of the key decision points in the apparel supply chainDiscusses the fundamentals of artificial intelligence techniques for apparel management techniquesConsiders the use of neural networks in selecting the location of apparel manufacturing plants | ||
| 650 | 7 | |a TECHNOLOGY & ENGINEERING / Technical & Manufacturing Industries & Trades |2 bisacsh | |
| 650 | 7 | |a TECHNOLOGY & ENGINEERING / Textiles & Polymers |2 bisacsh | |
| 650 | 7 | |a Artificial intelligence / Industrial applications |2 fast | |
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| 650 | 4 | |a Artificial intelligence |x Industrial applications | |
| 650 | 4 | |a Business logistics |x Automation | |
| 700 | 1 | |a Guo, Zhaoxia |e Sonstige |4 oth | |
| 700 | 1 | |a Leung, Yung-sun |e Sonstige |4 oth | |
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| dewey-hundreds | 600 - Technology (Applied sciences) |
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| dewey-tens | 670 - Manufacturing |
| discipline | Werkstoffwissenschaften / Fertigungstechnik |
| format | Electronic eBook |
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| id | DE-604.BV042315074 |
| illustrated | Not Illustrated |
| indexdate | 2024-07-10T01:18:11Z |
| institution | BVB |
| isbn | 9780857097842 0857097849 9780857097798 0857097792 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-027752065 |
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| owner_facet | DE-1046 |
| physical | 1 Online-Ressource (xvii, 231 pages) |
| psigel | ZDB-33-ESD ZDB-33-EBS FAW_PDA_ESD FLA_PDA_ESD |
| publishDate | 2013 |
| publishDateSearch | 2013 |
| publishDateSort | 2013 |
| publisher | Woodhead Publishing Ltd |
| record_format | marc |
| series2 | Woodhead publishing in textiles |
| spelling | Wong, Wai-keung Verfasser aut 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 Cambridge Woodhead Publishing Ltd 2013 1 Online-Ressource (xvii, 231 pages) txt rdacontent c rdamedia cr rdacarrier Woodhead publishing in textiles Includes bibliographical references and index 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. Helps the reader gain an understanding of the key decision points in the apparel supply chainDiscusses the fundamentals of artificial intelligence techniques for apparel management techniquesConsiders the use of neural networks in selecting the location of apparel manufacturing plants TECHNOLOGY & ENGINEERING / Technical & Manufacturing Industries & Trades bisacsh TECHNOLOGY & ENGINEERING / Textiles & Polymers bisacsh Artificial intelligence / Industrial applications fast Business logistics / Automation fast Textile industry / Automation fast Künstliche Intelligenz Textile industry Automation Artificial intelligence Industrial applications Business logistics Automation Guo, Zhaoxia Sonstige oth Leung, Yung-sun Sonstige oth http://www.sciencedirect.com/science/book/9780857097798 Verlag Volltext |
| spellingShingle | Wong, Wai-keung Optimizing decision making in the apparel supply chain using artificial intelligence (AI) from production to retail TECHNOLOGY & ENGINEERING / Technical & Manufacturing Industries & Trades bisacsh TECHNOLOGY & ENGINEERING / Textiles & Polymers bisacsh Artificial intelligence / Industrial applications fast Business logistics / Automation fast Textile industry / Automation fast Künstliche Intelligenz Textile industry Automation Artificial intelligence Industrial applications Business logistics Automation |
| title | Optimizing decision making in the apparel supply chain using artificial intelligence (AI) from production to retail |
| title_auth | Optimizing decision making in the apparel supply chain using artificial intelligence (AI) from production to retail |
| title_exact_search | Optimizing decision making in the apparel supply chain using artificial intelligence (AI) from production to retail |
| title_full | 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 |
| title_fullStr | 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 |
| title_full_unstemmed | 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 |
| title_short | Optimizing decision making in the apparel supply chain using artificial intelligence (AI) |
| title_sort | optimizing decision making in the apparel supply chain using artificial intelligence ai from production to retail |
| title_sub | from production to retail |
| topic | TECHNOLOGY & ENGINEERING / Technical & Manufacturing Industries & Trades bisacsh TECHNOLOGY & ENGINEERING / Textiles & Polymers bisacsh Artificial intelligence / Industrial applications fast Business logistics / Automation fast Textile industry / Automation fast Künstliche Intelligenz Textile industry Automation Artificial intelligence Industrial applications Business logistics Automation |
| topic_facet | TECHNOLOGY & ENGINEERING / Technical & Manufacturing Industries & Trades TECHNOLOGY & ENGINEERING / Textiles & Polymers Artificial intelligence / Industrial applications Business logistics / Automation Textile industry / Automation Künstliche Intelligenz Textile industry Automation Artificial intelligence Industrial applications Business logistics Automation |
| url | http://www.sciencedirect.com/science/book/9780857097798 |
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