Optimizing decision making in the apparel supply chain using artificial intelligence (AI): from production to retail
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...
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
Cambridge Philadelphia
Woodhead Publishing Ltd Published in association with the Textile Institute
2013
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| Schriftenreihe: | Woodhead publishing in textiles
|
| Schlagworte: | |
| Online-Zugang: | FLA01 Volltext |
| Zusammenfassung: | 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 |
| Beschreibung: | Includes bibliographical references and index |
| Beschreibung: | 1 online resource (xvii, 231 pages) illustrations |
| ISBN: | 9780857097842 0857097849 |
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| 490 | 0 | |a Woodhead publishing in textiles | |
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| 520 | |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 | |
| 650 | 7 | |a Business logistics / Automation |2 fast | |
| 650 | 7 | |a Textile industry / Automation |2 fast | |
| 650 | 4 | |a Textile industry |x Automation | |
| 650 | 4 | |a Artificial intelligence |x Industrial applications | |
| 650 | 4 | |a Business logistics |x Automation | |
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| 700 | 1 | |a Leung, Yung-sun |e Sonstige |4 oth | |
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Datensatz im Suchindex
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| any_adam_object | |
| author | Wong, W. K. |
| author_facet | Wong, W. K. |
| author_role | aut |
| author_sort | Wong, W. K. |
| author_variant | w k w wk wkw |
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| bvnumber | BV046126084 |
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| dewey-hundreds | 600 - Technology (Applied sciences) |
| dewey-ones | 677 - Textiles |
| dewey-raw | 677.0028563 |
| dewey-search | 677.0028563 |
| dewey-sort | 3677.0028563 |
| dewey-tens | 670 - Manufacturing |
| discipline | Werkstoffwissenschaften / Fertigungstechnik |
| format | Electronic eBook |
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| id | DE-604.BV046126084 |
| illustrated | Illustrated |
| indexdate | 2024-07-10T08:35:53Z |
| institution | BVB |
| isbn | 9780857097842 0857097849 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-031506537 |
| oclc_num | 843870099 |
| open_access_boolean | |
| physical | 1 online resource (xvii, 231 pages) illustrations |
| psigel | ZDB-33-ESD ZDB-33-ESD FLA_PDA_ESD |
| publishDate | 2013 |
| publishDateSearch | 2013 |
| publishDateSort | 2013 |
| publisher | Woodhead Publishing Ltd Published in association with the Textile Institute |
| record_format | marc |
| series2 | Woodhead publishing in textiles |
| spelling | Wong, W. K. 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 Philadelphia Woodhead Publishing Ltd Published in association with the Textile Institute 2013 1 online resource (xvii, 231 pages) illustrations 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 Textile industry Automation Artificial intelligence Industrial applications Business logistics Automation Guo, Zhaoxia Sonstige oth Leung, Yung-sun Sonstige oth Erscheint auch als Druck-Ausgabe 0857097792 Erscheint auch als Druck-Ausgabe 9780857097798 http://www.sciencedirect.com/science/book/9780857097798 Verlag URL des Erstveröffentlichers Volltext |
| spellingShingle | Wong, W. K. 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 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 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 Textile industry Automation Artificial intelligence Industrial applications Business logistics Automation |
| url | http://www.sciencedirect.com/science/book/9780857097798 |
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