Optimizing Decision Making in the Apparel Supply Chain Using Artificial Intelligence AI

Recently, artificial intelligence (AI)techniques have received increasing attention from both practitioners and researchers in the apparel industry, and have been utilized to handle a variety of decision-making processes in apparel supply chain operations. These operations have successfully applied a number of AI techniques, such as neural networks, genetic algorithms, fuzzy logic and evolutionary strategies. The ten chapters of this book provide a detailed coverage of the fundamentals and applications of various artificial intelligence techniques to assist decision makers in tackling key problems in the apparel supply chain. The first two chapters discuss a range of key problems faced by apparel enterprises in apparel supply chain operations and introduce the basics of the main AI techniques which have been used in solving decision-making problems. The remaining eight chapters show how key problems in the apparel supply chain can be solved and solutions optimized by use of AI techniques.

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  • Author : Wai Keung Wong
  • Publisher : Woodhead Publishing Series in
  • Pages : 231 pages
  • ISBN : 9780857097798
  • Rating : 4/5 from 21 reviews
CLICK HERE TO GET THIS BOOKOptimizing Decision Making in the Apparel Supply Chain Using Artificial Intelligence AI

Optimizing Decision Making in the Apparel Supply Chain Using Artificial Intelligence (AI)

Optimizing Decision Making in the Apparel Supply Chain Using Artificial Intelligence (AI)
  • Author : Wai Keung Wong,Z. X. Guo,S. Y. S. Leung
  • Publisher : Woodhead Publishing Series in
  • Release : 21 June 2021
GET THIS BOOKOptimizing Decision Making in the Apparel Supply Chain Using Artificial Intelligence (AI)

Recently, artificial intelligence (AI)techniques have received increasing attention from both practitioners and researchers in the apparel industry, and have been utilized to handle a variety of decision-making processes in apparel supply chain operations. These operations have successfully applied a number of AI techniques, such as neural networks, genetic algorithms, fuzzy logic and evolutionary strategies. The ten chapters of this book provide a detailed coverage of the fundamentals and applications of various artificial intelligence techniques to assist decision makers in

Optimizing Decision Making in the Apparel Supply Chain Using Artificial Intelligence (AI)

Optimizing Decision Making in the Apparel Supply Chain Using Artificial Intelligence (AI)
  • Author : Calvin Wong,Z. X. Guo,S Y S Leung
  • Publisher : Elsevier
  • Release : 24 January 2013
GET THIS BOOKOptimizing Decision Making in the Apparel Supply Chain Using Artificial Intelligence (AI)

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

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Artificial Intelligence for Fashion Industry in the Big Data Era
  • Author : Sébastien Thomassey,Xianyi Zeng
  • Publisher : Springer
  • Release : 22 June 2018
GET THIS BOOKArtificial Intelligence for Fashion Industry in the Big Data Era

This book provides an overview of current issues and challenges in the fashion industry and an update on data-driven artificial intelligence (AI) techniques and their potential implementation in response to those challenges. Each chapter starts off with an example of a data-driven AI technique on a particular sector of the fashion industry (design, manufacturing, supply or retailing), before moving on to illustrate its implementation in a real-world application

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Intelligent Decision-making Models for Production and Retail Operations
  • Author : Zhaoxia Guo
  • Publisher : Springer
  • Release : 27 June 2016
GET THIS BOOKIntelligent Decision-making Models for Production and Retail Operations

This book provides an overview of intelligent decision-making techniques and discusses their application in production and retail operations. Manufacturing and retail enterprises have stringent standards for using advanced and reliable techniques to improve decision-making processes, since these processes have significant effects on the performance of relevant operations and the entire supply chain. In recent years, researchers have been increasingly focusing attention on using intelligent techniques to solve various decision-making problems. The opening chapters provide an introduction to several commonly used

Information Systems for the Fashion and Apparel Industry

Information Systems for the Fashion and Apparel Industry
  • Author : Tsan-Ming Jason Choi
  • Publisher : Woodhead Publishing
  • Release : 13 April 2016
GET THIS BOOKInformation Systems for the Fashion and Apparel Industry

Information Systems for the Fashion and Apparel Industry brings together trends and developments in fashion information systems, industrial case-studies, and insights from an international team of authors. The fashion and apparel industry is fast-growing and highly influential. Computerized information systems are essential to support fashion business operations and recent developments in social media, mobile commerce models, radio frequency identification (RFID) technologies, and ERP systems are all driving innovative business measures in the industry. After an introductory chapter outlining key decision

Information Systems for the Fashion and Apparel Industry

Information Systems for the Fashion and Apparel Industry
  • Author : Tsan-Ming Choi
  • Publisher : Woodhead Publishing Limited
  • Release : 08 April 2016
GET THIS BOOKInformation Systems for the Fashion and Apparel Industry

Information Systems for the Fashion and Apparel Industry brings together trends and developments in fashion information systems, industrial case-studies, and insights from an international team of authors. The fashion and apparel industry is fast-growing and highly influential. Computerized information systems are essential to support fashion business operations and recent developments in social media, mobile commerce models, radio frequency identification (RFID) technologies, and ERP systems are all driving innovative business measures in the industry. After an introductory chapter outlining key decision

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Competing in the Age of AI
  • Author : Marco Iansiti,Karim R. Lakhani
  • Publisher : Harvard Business Press
  • Release : 07 January 2020
GET THIS BOOKCompeting in the Age of AI

"a provocative new book" -- The New York Times AI-centric organizations exhibit a new operating architecture, redefining how they create, capture, share, and deliver value. Marco Iansiti and Karim R. Lakhani show how reinventing the firm around data, analytics, and AI removes traditional constraints on scale, scope, and learning that have restricted business growth for hundreds of years. From Airbnb to Ant Financial, Microsoft to Amazon, research shows how AI-driven processes are vastly more scalable than traditional processes, allow massive

Artificial Intelligence on Fashion and Textiles

Artificial Intelligence on Fashion and Textiles
  • Author : Wai Keung Wong
  • Publisher : Springer
  • Release : 13 October 2018
GET THIS BOOKArtificial Intelligence on Fashion and Textiles

The book includes the Proceedings of the Artificial Intelligence on Fashion and Textiles conference 2018 which provides state-of-the-art techniques and applications of AI in the fashion and textile industries. It is essential reading for scientists, researchers and R&D professionals working in the field of AI with applications in the fashion and textile industry; managers in the fashion and textile enterprises; and anyone with an interest in the applications of AI. Over the last two decades, with the great advancement of

The Supply Chain in Manufacturing, Distribution, and Transportation

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  • Author : Kenneth D. Lawrence,Ronald K. Klimberg,Virginia M. Miori
  • Publisher : CRC Press
  • Release : 28 September 2010
GET THIS BOOKThe Supply Chain in Manufacturing, Distribution, and Transportation

Reporting on cutting-edge research in production, distribution, and transportation, The Supply Chain in Manufacturing, Distribution, and Transportation: Modeling, Optimization, and Applications provides the understanding needed to tackle key problems within the supply chain. Viewing the supply chain as an integrated process with regard to tactical and operational planning, it details models to help you address the wide range of organizational issues that can adversely affect your supply chain. This compilation of scholarly research work from academia and industry considers high-level

Advanced Optimization and Decision-Making Techniques in Textile Manufacturing

Advanced Optimization and Decision-Making Techniques in Textile Manufacturing
  • Author : Anindya Ghosh,Prithwiraj Mal,Abhijit Majumdar
  • Publisher : CRC Press
  • Release : 18 March 2019
GET THIS BOOKAdvanced Optimization and Decision-Making Techniques in Textile Manufacturing

Optimization and decision making are integral parts of any manufacturing process and management system. The objective of this book is to demonstrate the confluence of theory and applications of various types of multi-criteria decision making and optimization techniques with reference to textile manufacturing and management. Divided into twelve chapters, it discusses various multi-criteria decision-making methods such as AHP, TOPSIS, ELECTRE, and optimization techniques like linear programming, fuzzy linear programming, quadratic programming, in textile domain. Multi-objective optimization problems have been dealt

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  • Author : Katrin Bergener,Michael Räckers,Armin Stein
  • Publisher : Springer
  • Release : 08 March 2019
GET THIS BOOKThe Art of Structuring

Structuring, or, as it is referred to in the title of this book, the art of structuring, is one of the core elements in the discipline of Information Systems. While the world is becoming increasingly complex, and a growing number of disciplines are evolving to help make it a better place, structure is what is needed in order to understand and combine the various perspectives and approaches involved. Structure is the essential component that allows us to bridge the gaps

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  • Author : Evelin Krmac
  • Publisher : BoD – Books on Demand
  • Release : 30 June 2016
GET THIS BOOKSustainable Supply Chain Management

The book is a collection of studies dedicated to different perspectives of three dimensions or pillars of the sustainability of supply chain and supply chain management - economic, environmental, and social - and other aspects related to performance evaluation, optimization, and modelling of and for sustainable supply chain management, and thus presents another valuable contribution to sustainable development and sustainable way of life.

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  • Author : Rajkishore Nayak,Rajiv Padhye
  • Publisher : Elsevier
  • Release : 26 May 2015
GET THIS BOOKGarment Manufacturing Technology

Garment Manufacturing Technology provides an insiders' look at this multifaceted process, systematically going from design and production to finishing and quality control. As technological improvements are transforming all aspects of garment manufacturing allowing manufacturers to meet the growing demand for greater productivity and flexibility, the text discusses necessary information on product development, production planning, and material selection. Subsequent chapters covers garment design, including computer-aided design (CAD), advances in spreading, cutting and sewing, and new technologies, including alternative joining techniques and