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

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Release : 2013-01-24
Genre : Business & Economics
Kind : eBook
Book Rating : 849/5 ( reviews)

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Book Synopsis Optimizing Decision Making in the Apparel Supply Chain Using Artificial Intelligence (AI) by : Calvin Wong

Download or read book Optimizing Decision Making in the Apparel Supply Chain Using Artificial Intelligence (AI) written by Calvin Wong. This book was released on 2013-01-24. Available in PDF, EPUB and Kindle. Book excerpt: 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 chain Discusses the fundamentals of artificial intelligence techniques for apparel management techniques Considers the use of neural networks in selecting the location of apparel manufacturing plants

Intelligent Decision-making Models for Production and Retail Operations

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Release : 2016-06-27
Genre : Technology & Engineering
Kind : eBook
Book Rating : 816/5 ( reviews)

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Book Synopsis Intelligent Decision-making Models for Production and Retail Operations by : Zhaoxia Guo

Download or read book Intelligent Decision-making Models for Production and Retail Operations written by Zhaoxia Guo. This book was released on 2016-06-27. Available in PDF, EPUB and Kindle. Book excerpt: 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 intelligent techniques, such as genetic algorithm, harmony search, neural network and extreme learning machine. The book then explores the use of these techniques for handling various production and retail decision-making problems, such as production planning and scheduling, assembly line balancing, and sales forecasting.

Advanced Technology in Textiles

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Release : 2023-06-16
Genre : Technology & Engineering
Kind : eBook
Book Rating : 422/5 ( reviews)

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Book Synopsis Advanced Technology in Textiles by : Md. Mizanur Rahman

Download or read book Advanced Technology in Textiles written by Md. Mizanur Rahman. This book was released on 2023-06-16. Available in PDF, EPUB and Kindle. Book excerpt: This book highlights the latest technology in textile processing along with the application of eco-friendly chemicals and reagents. As textile is the second basic human need, this industry assimilates a large share in the world economy. Nonetheless, nothing should be accomplished compromising sustainability; therefore updated technology and modern machineries are being used in the textile processing. It is not only for enhancing the efficiency but also to reduce waste and energy consumption. Moreover, Nano particles and Bio-chemicals are assumed to become integral part in the future manufacturing system. In this book, the numerical and investigation results will be presented to highlight the mentioned topics so that the application is lucidly comprehended. In a nutshell, this book is supposed to cover all the vibrant innovations in the manufacturing arena in textiles in consideration with ecological balance as well as breakthroughs in applied technology assumed to veer the general concept of maintenance of that machineries.

Artificial Intelligence for Fashion Industry in the Big Data Era

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Release : 2018-05-16
Genre : Business & Economics
Kind : eBook
Book Rating : 801/5 ( reviews)

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Book Synopsis Artificial Intelligence for Fashion Industry in the Big Data Era by : Sébastien Thomassey

Download or read book Artificial Intelligence for Fashion Industry in the Big Data Era written by Sébastien Thomassey. This book was released on 2018-05-16. Available in PDF, EPUB and Kindle. Book excerpt: 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

Fashion Supply Chain Management Using Radio Frequency Identification (RFID) Technologies

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Release : 2014-02-16
Genre : Business & Economics
Kind : eBook
Book Rating : 11X/5 ( reviews)

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Book Synopsis Fashion Supply Chain Management Using Radio Frequency Identification (RFID) Technologies by : Calvin Wong

Download or read book Fashion Supply Chain Management Using Radio Frequency Identification (RFID) Technologies written by Calvin Wong. This book was released on 2014-02-16. Available in PDF, EPUB and Kindle. Book excerpt: Fashion Supply Chain Management Using Radio Frequency Identification (RFID) Technologies looks at the application of RFID technologies in such areas as order allocation, garment manufacturing, product tracking, distribution and retail. As supply chains in the textiles and fashion industry become ever more complex and global, and as the shift to mass customization puts more pressure on a rapid and flexible response to customer needs, monitoring and improving supply chain efficiency in the industry becomes crucial. Radio frequency identification (RFID) technologies offer a unique opportunity to achieve these goals. This book reviews the role of RFID technologies in the textiles and fashion supply chain to improve distribution, process management and product tracking, garment manufacturing, and assembly line operations. It also explores how RFID technologies can improve order allocation in the supply chain, and how these technologies can also be used for intelligent apparel product cross-selling. Its chapters also discuss measuring the impact of RFID technologies in improving the efficiency of the textile supply chain, and modeling the effectiveness of RFID technologies in improving sales performance in fashion retail outlets. Fashion Supply Chain Management Using Radio Frequency Identification (RFID) Technologies is a comprehensive resource for academic researchers, industry managers, and professionals within the fashion industry. Looks at the application of RFID technologies in order allocation, garment manufacturing, product tracking, distribution, and retail Reviews RFID technologies in the textiles and fashion supply chain for improving distribution, process management and product tracking, garment manufacturing, and assembly line operations Focuses on measuring the impact of RFID technologies on efficiency, and modeling the effectiveness of RFID technologies in improving retail outlet sales

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