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
Publsiher: Elsevier
Total Pages: 256
Release: 2013-01-24
ISBN 10: 0857097849
ISBN 13: 9780857097842
Language: EN, FR, DE, ES & NL

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

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

Artificial Intelligence for Fashion Industry in the Big Data Era

Artificial Intelligence for Fashion Industry in the Big Data Era
Author: Sébastien Thomassey,Xianyi Zeng
Publsiher: Springer
Total Pages: 288
Release: 2018-06-22
ISBN 10: 9811300801
ISBN 13: 9789811300806
Language: EN, FR, DE, ES & NL

Artificial Intelligence for Fashion Industry in the Big Data Era Book Review:

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

Intelligent Decision making Models for Production and Retail Operations

Intelligent Decision making Models for Production and Retail Operations
Author: Zhaoxia Guo
Publsiher: Springer
Total Pages: 324
Release: 2016-06-27
ISBN 10: 3662526816
ISBN 13: 9783662526811
Language: EN, FR, DE, ES & NL

Intelligent Decision making Models for Production and Retail Operations Book Review:

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.

Artificial Intelligence on Fashion and Textiles

Artificial Intelligence on Fashion and Textiles
Author: Wai Keung Wong
Publsiher: Springer
Total Pages: 348
Release: 2018-10-13
ISBN 10: 3319996959
ISBN 13: 9783319996950
Language: EN, FR, DE, ES & NL

Artificial Intelligence on Fashion and Textiles Book Review:

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 computer technology, academic research in artificial intelligence (AI) and its applications in fashion and textile supply chain has been becoming a very hot topic and has received greater attention from both academics and industrialists. A number of AI-related techniques has been successfully employed and proven to handle the problems including fashion sales forecasting, supply chain optimization, planning and scheduling, textile material defect detection, fashion and textile image recognition, fashion image and style retrieval, human body modeling and fitting, etc.

Information Systems for the Fashion and Apparel Industry

Information Systems for the Fashion and Apparel Industry
Author: Tsan-Ming Jason Choi
Publsiher: Woodhead Publishing
Total Pages: 306
Release: 2016-04-13
ISBN 10: 0081005806
ISBN 13: 9780081005804
Language: EN, FR, DE, ES & NL

Information Systems for the Fashion and Apparel Industry Book Review:

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 points and information requirements in fast fashion supply chains, Part One focuses on the principles of fashion information systems, with chapters covering how decision making in the apparel supply chains can be improved through the use of fuzzy logic, RFID technologies, evolutionary optimization techniques, and artificial neural networks. Part Two then reviews the range of applications for information systems in the fashion and apparel industry to improve customer choice, aid design, implement intelligent forecasting and procurement systems, and manage inventory and returns. Provides systematic and comprehensive coverage of information systems for the fashion and apparel industry Combines recent developments and industrial best-practices in apparel supply chain management in order to meet the needs of the fashion and apparel industry professionals and academics Features input from a team of highly knowledgeable authors with a range of professional and academic experience, overseen by an editor who is a leading expert in the field Reviews the range of applications for information systems in the fashion and apparel industry to improve customer choice, aid design, implement intelligent forecasting and procurement systems, and manage inventory and returns

Proceedings

Proceedings
Author: American Association for Artificial Intelligence
Publsiher: Menlo Park, Calif. : AAAI Press ; MIT Press
Total Pages: 1034
Release: 2002
ISBN 10: 9780262511292
ISBN 13: 0262511290
Language: EN, FR, DE, ES & NL

Proceedings Book Review:

The annual AAAI National Conference provides a forum for information exchange and interaction among researchers from all disciplines of AI. Contributions include theoretical, experimental and empirical results. Topics cover principles of cognition, perception and action; the design, application and evaluation of AI algorithms and systems; architectures and frameworks for classses of AI systems; and analyses of tasks and domains in which intelligent systems perform. The Innovative Applications Conference highlights successful application of AI technology and explores issues, methods and lessons learned in the development and deployment of AI applications.

Textile Technology Digest

Textile Technology Digest
Author: Anonim
Publsiher: Unknown
Total Pages: 329
Release: 2000
ISBN 10:
ISBN 13: CORNELL:31924089488682
Language: EN, FR, DE, ES & NL

Textile Technology Digest Book Review:

Logistics Management and Optimization Through Hybrid Artificial Intelligence Systems

Logistics Management and Optimization Through Hybrid Artificial Intelligence Systems
Author: Carlos Alberto Ochoa Ortiz Zezzatti
Publsiher: Unknown
Total Pages: 514
Release: 2012-01-01
ISBN 10: 9781466602991
ISBN 13: 1466602996
Language: EN, FR, DE, ES & NL

Logistics Management and Optimization Through Hybrid Artificial Intelligence Systems Book Review:

"This book offers the latest research within the field of HAIS, surveying the broad topics and collecting case studies, future directions, and cutting edge analyses, investigating biologically inspired algorithms such as ant colony optimization and particle swarm optimization"--

Competing in the Age of AI

Competing in the Age of AI
Author: Marco Iansiti,Karim R. Lakhani
Publsiher: Harvard Business Press
Total Pages: 288
Release: 2020-01-07
ISBN 10: 1633697630
ISBN 13: 9781633697638
Language: EN, FR, DE, ES & NL

Competing in the Age of AI Book Review:

"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 scope increase, enabling companies to straddle industry boundaries, and create powerful opportunities for learning--to drive ever more accurate, complex, and sophisticated predictions. When traditional operating constraints are removed, strategy becomes a whole new game, one whose rules and likely outcomes this book will make clear. Iansiti and Lakhani: Present a framework for rethinking business and operating models Explain how "collisions" between AI-driven/digital and traditional/analog firms are reshaping competition, altering the structure of our economy, and forcing traditional companies to rearchitect their operating models Explain the opportunities and risks created by digital firms Describe the new challenges and responsibilities for the leaders of both digital and traditional firms Packed with examples--including many from the most powerful and innovative global, AI-driven competitors--and based on research in hundreds of firms across many sectors, this is your essential guide for rethinking how your firm competes and operates in the era of AI.

Cyber Security Intelligence and Analytics

Cyber Security Intelligence and Analytics
Author: Zheng Xu
Publsiher: Springer Nature
Total Pages: 329
Release: 2021
ISBN 10: 3030699994
ISBN 13: 9783030699994
Language: EN, FR, DE, ES & NL

Cyber Security Intelligence and Analytics Book Review:

Intelligent and Fuzzy Techniques in Big Data Analytics and Decision Making

Intelligent and Fuzzy Techniques in Big Data Analytics and Decision Making
Author: Cengiz Kahraman,Selcuk Cebi,Sezi Cevik Onar,Basar Oztaysi,A. Cagri Tolga,Irem Ucal Sari
Publsiher: Springer
Total Pages: 1392
Release: 2019-07-05
ISBN 10: 3030237567
ISBN 13: 9783030237561
Language: EN, FR, DE, ES & NL

Intelligent and Fuzzy Techniques in Big Data Analytics and Decision Making Book Review:

This book includes the proceedings of the Intelligent and Fuzzy Techniques INFUS 2019 Conference, held in Istanbul, Turkey, on July 23–25, 2019. Big data analytics refers to the strategy of analyzing large volumes of data, or big data, gathered from a wide variety of sources, including social networks, videos, digital images, sensors, and sales transaction records. Big data analytics allows data scientists and various other users to evaluate large volumes of transaction data and other data sources that traditional business systems would be unable to tackle. Data-driven and knowledge-driven approaches and techniques have been widely used in intelligent decision-making, and they are increasingly attracting attention due to their importance and effectiveness in addressing uncertainty and incompleteness. INFUS 2019 focused on intelligent and fuzzy systems with applications in big data analytics and decision-making, providing an international forum that brought together those actively involved in areas of interest to data science and knowledge engineering. These proceeding feature about 150 peer-reviewed papers from countries such as China, Iran, Turkey, Malaysia, India, USA, Spain, France, Poland, Mexico, Bulgaria, Algeria, Pakistan, Australia, Lebanon, and Czech Republic.

Uncertainty Modelling in Knowledge Engineering and Decision Making

Uncertainty Modelling in Knowledge Engineering and Decision Making
Author: Xianyi Zeng,Jie Lu,Etienne E Kerre,Luis Martinez,Ludovic Koehl
Publsiher: World Scientific
Total Pages: 1208
Release: 2016-07-14
ISBN 10: 9813146982
ISBN 13: 9789813146983
Language: EN, FR, DE, ES & NL

Uncertainty Modelling in Knowledge Engineering and Decision Making Book Review:

FLINS, originally an acronym for Fuzzy Logic and Intelligent Technologies in Nuclear Science, is now extended to include Computational Intelligence for applied research. The contributions to the 12th of FLINS conference cover state-of-the-art research, development, and technology for computational intelligence systems, both from the foundations and the applications points-of-view.

Dissertation Abstracts International

Dissertation Abstracts International
Author: Anonim
Publsiher: Unknown
Total Pages: 329
Release: 2008
ISBN 10:
ISBN 13: STANFORD:36105133522057
Language: EN, FR, DE, ES & NL

Dissertation Abstracts International Book Review:

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
Publsiher: CRC Press
Total Pages: 302
Release: 2019-03-18
ISBN 10: 0429996837
ISBN 13: 9780429996832
Language: EN, FR, DE, ES & NL

Advanced Optimization and Decision Making Techniques in Textile Manufacturing Book Review:

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 with two approaches, namely desirability function and evolutionary algorithm. Key Features Exclusive title covering textiles and soft computing fields including optimization and decision making Discusses concepts of traditional and non-traditional optimization methods with textile examples Explores pertinent single-objective and multi-objective optimizations Provides MATLAB coding in the Appendix to solve various types of multi-criteria decision making and optimization problems Includes examples and case studies related to textile engineering and management

Soft Computing Theories and Applications

Soft Computing  Theories and Applications
Author: Millie Pant,Tarun Kumar Sharma,Rajeev Arya,B.C. Sahana,Hossein Zolfagharinia
Publsiher: Springer Nature
Total Pages: 1126
Release: 2020-06-29
ISBN 10: 9811540322
ISBN 13: 9789811540325
Language: EN, FR, DE, ES & NL

Soft Computing Theories and Applications Book Review:

This book focuses on soft computing and how it can be applied to solve real-world problems arising in various domains, ranging from medicine and healthcare, to supply chain management, image processing and cryptanalysis. It gathers high-quality papers presented at the International Conference on Soft Computing: Theories and Applications (SoCTA 2019), organized by the National Institute of Technology Patna, India. Offering valuable insights into soft computing for teachers and researchers alike, the book will inspire further research in this dynamic field.

Proceedings of the Eleventh International Conference on Management Science and Engineering Management

Proceedings of the Eleventh International Conference on Management Science and Engineering Management
Author: Jiuping Xu,Mitsuo Gen,Asaf Hajiyev,Fang Lee Cooke
Publsiher: Springer
Total Pages: 1801
Release: 2017-07-24
ISBN 10: 3319592807
ISBN 13: 9783319592800
Language: EN, FR, DE, ES & NL

Proceedings of the Eleventh International Conference on Management Science and Engineering Management Book Review:

This book is organized in 2 volumes and 6 parts. Part I is Big Data Analytics, which is about new advances of analysis, statistics, coordination and data mining of big data; Part II is Information Systems Management, which is about the development of big data information system or cloud platform. Part III is Computing Methodology with Big Data, which is about the improvements of traditional computation technologies in the background of big data; Part IV is Uncertainty Decision Making, which is about the decision making methods with various uncertain information, such as fuzzy, random, rough, gray, unascertained. Part V is Intelligence Algorithm. Part VI is Data Security, which is a particularly important aspect in the modern management environment.

Proceedings of International Conference on Artificial Intelligence Smart Grid and Smart City Applications

Proceedings of International Conference on Artificial Intelligence  Smart Grid and Smart City Applications
Author: L. Ashok Kumar,L. S. Jayashree,R. Manimegalai
Publsiher: Springer Nature
Total Pages: 963
Release: 2020-03-12
ISBN 10: 3030240517
ISBN 13: 9783030240516
Language: EN, FR, DE, ES & NL

Proceedings of International Conference on Artificial Intelligence Smart Grid and Smart City Applications Book Review:

Due to the complexity, and heterogeneity of the smart grid and the high volume of information to be processed, artificial intelligence techniques and computational intelligence appear to be some of the enabling technologies for its future development and success. The theme of the book is “Making pathway for the grid of future” with the emphasis on trends in Smart Grid, renewable interconnection issues, planning-operation-control and reliability of grid, real time monitoring and protection, market, distributed generation and power distribution issues, power electronics applications, computer-IT and signal processing applications, power apparatus, power engineering education and industry-institute collaboration. The primary objective of the book is to review the current state of the art of the most relevant artificial intelligence techniques applied to the different issues that arise in the smart grid development.

Fashion Supply Chain Management

Fashion Supply Chain Management
Author: Tsan-Ming Choi
Publsiher: Unknown
Total Pages: 392
Release: 2012
ISBN 10: 9781609607586
ISBN 13: 1609607589
Language: EN, FR, DE, ES & NL

Fashion Supply Chain Management Book Review:

"This book focuses on reporting both quantitative research on FSCM and exploratory studies on emerging supply chain management issues in the fashion industry"--Provided by publisher.

Artificial Intelligence Techniques for Rational Decision Making

Artificial Intelligence Techniques for Rational Decision Making
Author: Tshilidzi Marwala
Publsiher: Springer
Total Pages: 168
Release: 2014-10-20
ISBN 10: 3319114247
ISBN 13: 9783319114248
Language: EN, FR, DE, ES & NL

Artificial Intelligence Techniques for Rational Decision Making Book Review:

Develops insights into solving complex problems in engineering, biomedical sciences, social science and economics based on artificial intelligence. Some of the problems studied are in interstate conflict, credit scoring, breast cancer diagnosis, condition monitoring, wine testing, image processing and optical character recognition. The author discusses and applies the concept of flexibly-bounded rationality which prescribes that the bounds in Nobel Laureate Herbert Simon’s bounded rationality theory are flexible due to advanced signal processing techniques, Moore’s Law and artificial intelligence. Artificial Intelligence Techniques for Rational Decision Making examines and defines the concepts of causal and correlation machines and applies the transmission theory of causality as a defining factor that distinguishes causality from correlation. It develops the theory of rational counterfactuals which are defined as counterfactuals that are intended to maximize the attainment of a particular goal within the context of a bounded rational decision making process. Furthermore, it studies four methods for dealing with irrelevant information in decision making: Theory of the marginalization of irrelevant information Principal component analysis Independent component analysis Automatic relevance determination method In addition it studies the concept of group decision making and various ways of effecting group decision making within the context of artificial intelligence. Rich in methods of artificial intelligence including rough sets, neural networks, support vector machines, genetic algorithms, particle swarm optimization, simulated annealing, incremental learning and fuzzy networks, this book will be welcomed by researchers and students working in these areas.

Optimization in Machine Learning and Applications

Optimization in Machine Learning and Applications
Author: Anand J. Kulkarni,Suresh Chandra Satapathy
Publsiher: Springer Nature
Total Pages: 197
Release: 2019-11-29
ISBN 10: 9811509948
ISBN 13: 9789811509940
Language: EN, FR, DE, ES & NL

Optimization in Machine Learning and Applications Book Review:

This book discusses one of the major applications of artificial intelligence: the use of machine learning to extract useful information from multimodal data. It discusses the optimization methods that help minimize the error in developing patterns and classifications, which further helps improve prediction and decision-making. The book also presents formulations of real-world machine learning problems, and discusses AI solution methodologies as standalone or hybrid approaches. Lastly, it proposes novel metaheuristic methods to solve complex machine learning problems. Featuring valuable insights, the book helps readers explore new avenues leading toward multidisciplinary research discussions.