Intelligent Decision Making Models For Production And Retail Operations

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Intelligent Decision-making Models for Production and Retail Operations

Author : Zhaoxia Guo
Publisher : Springer
ISBN 13 : 3662526816
Total Pages : 324 pages
Book Rating : 4.6/5 (625 download)

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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 and published by Springer. This book was released on 2016-06-27 with total page 324 pages. 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.

Intelligent Decision-Making Models for Production and Retail Operations

Author : Elliott Edling
Publisher : Createspace Independent Publishing Platform
ISBN 13 : 9781975819231
Total Pages : 334 pages
Book Rating : 4.8/5 (192 download)

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Book Synopsis Intelligent Decision-Making Models for Production and Retail Operations by : Elliott Edling

Download or read book Intelligent Decision-Making Models for Production and Retail Operations written by Elliott Edling and published by Createspace Independent Publishing Platform. This book was released on 2016-08-02 with total page 334 pages. 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.

Research Anthology on Decision Support Systems and Decision Management in Healthcare, Business, and Engineering

Author : Management Association, Information Resources
Publisher : IGI Global
ISBN 13 : 1799890244
Total Pages : 1538 pages
Book Rating : 4.7/5 (998 download)

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Book Synopsis Research Anthology on Decision Support Systems and Decision Management in Healthcare, Business, and Engineering by : Management Association, Information Resources

Download or read book Research Anthology on Decision Support Systems and Decision Management in Healthcare, Business, and Engineering written by Management Association, Information Resources and published by IGI Global. This book was released on 2021-05-28 with total page 1538 pages. Available in PDF, EPUB and Kindle. Book excerpt: Decision support systems (DSS) are widely touted for their effectiveness in aiding decision making, particularly across a wide and diverse range of industries including healthcare, business, and engineering applications. The concepts, principles, and theories of enhanced decision making are essential points of research as well as the exact methods, tools, and technologies being implemented in these industries. From both a standpoint of DSS interfaces, namely the design and development of these technologies, along with the implementations, including experiences and utilization of these tools, one can get a better sense of how exactly DSS has changed the face of decision making and management in multi-industry applications. Furthermore, the evaluation of the impact of these technologies is essential in moving forward in the future. The Research Anthology on Decision Support Systems and Decision Management in Healthcare, Business, and Engineering explores how decision support systems have been developed and implemented across diverse industries through perspectives on the technology, the utilizations of these tools, and from a decision management standpoint. The chapters will cover not only the interfaces, implementations, and functionality of these tools, but also the overall impacts they have had on the specific industries mentioned. This book also evaluates the effectiveness along with benefits and challenges of using DSS as well as the outlook for the future. This book is ideal for decision makers, IT consultants and specialists, software developers, design professionals, academicians, policymakers, researchers, professionals, and students interested in how DSS is being used in different industries.

Encyclopedia of Organizational Knowledge, Administration, and Technology

Author : Khosrow-Pour D.B.A., Mehdi
Publisher : IGI Global
ISBN 13 : 1799834743
Total Pages : 2734 pages
Book Rating : 4.7/5 (998 download)

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Book Synopsis Encyclopedia of Organizational Knowledge, Administration, and Technology by : Khosrow-Pour D.B.A., Mehdi

Download or read book Encyclopedia of Organizational Knowledge, Administration, and Technology written by Khosrow-Pour D.B.A., Mehdi and published by IGI Global. This book was released on 2020-09-29 with total page 2734 pages. Available in PDF, EPUB and Kindle. Book excerpt: For any organization to be successful, it must operate in such a manner that knowledge and information, human resources, and technology are continually taken into consideration and managed effectively. Business concepts are always present regardless of the field or industry – in education, government, healthcare, not-for-profit, engineering, hospitality/tourism, among others. Maintaining organizational awareness and a strategic frame of mind is critical to meeting goals, gaining competitive advantage, and ultimately ensuring sustainability. The Encyclopedia of Organizational Knowledge, Administration, and Technology is an inaugural five-volume publication that offers 193 completely new and previously unpublished articles authored by leading experts on the latest concepts, issues, challenges, innovations, and opportunities covering all aspects of modern organizations. Moreover, it is comprised of content that highlights major breakthroughs, discoveries, and authoritative research results as they pertain to all aspects of organizational growth and development including methodologies that can help companies thrive and analytical tools that assess an organization’s internal health and performance. Insights are offered in key topics such as organizational structure, strategic leadership, information technology management, and business analytics, among others. The knowledge compiled in this publication is designed for entrepreneurs, managers, executives, investors, economic analysts, computer engineers, software programmers, human resource departments, and other industry professionals seeking to understand the latest tools to emerge from this field and who are looking to incorporate them in their practice. Additionally, academicians, researchers, and students in fields that include but are not limited to business, management science, organizational development, entrepreneurship, sociology, corporate psychology, computer science, and information technology will benefit from the research compiled within this publication.

Artificial Intelligence in Forecasting

Author : Sachi Mohanty
Publisher : CRC Press
ISBN 13 : 1040051502
Total Pages : 365 pages
Book Rating : 4.0/5 (4 download)

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Book Synopsis Artificial Intelligence in Forecasting by : Sachi Mohanty

Download or read book Artificial Intelligence in Forecasting written by Sachi Mohanty and published by CRC Press. This book was released on 2024-07-19 with total page 365 pages. Available in PDF, EPUB and Kindle. Book excerpt: Forecasting deals with the uncertainty of the future. To be effective, forecasting models should be timely available, accurate, reliable, and compatible with existing database. Accurate projection of the future is of vital importance in supply chain management, inventory control, economic condition, technology, growth trend, social change, political change, business, weather forecasting, stock price prediction, earthquake prediction, etc. AI powered tools and techniques of forecasting play a major role in improving the projection accuracy. The software running AI forecasting models use machine learning to improve accuracy. The software can analyse the past data and can make better prediction about the future trends with higher accuracy and confidence that favours for making proper future planning and decision. In other words, accurate forecasting requires more than just the matching of models to historical data. The book covers the latest techniques used by managers in business today, discover the importance of forecasting and learn how it's accomplished. Readers will also be familiarised with the necessary skills to meet the increased demand for thoughtful and realistic forecasts.

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

Author : Calvin Wong
Publisher : Elsevier
ISBN 13 : 0857097849
Total Pages : 256 pages
Book Rating : 4.8/5 (57 download)

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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 and published by Elsevier. This book was released on 2013-01-24 with total page 256 pages. 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

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

Author : Calvin Wong
Publisher : Elsevier
ISBN 13 : 085709811X
Total Pages : 256 pages
Book Rating : 4.8/5 (57 download)

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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 and published by Elsevier. This book was released on 2014-02-16 with total page 256 pages. 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

Data-Driven Business Intelligence Systems for Socio-Technical Organizations

Author : Keikhosrokiani, Pantea
Publisher : IGI Global
ISBN 13 :
Total Pages : 514 pages
Book Rating : 4.3/5 (693 download)

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Book Synopsis Data-Driven Business Intelligence Systems for Socio-Technical Organizations by : Keikhosrokiani, Pantea

Download or read book Data-Driven Business Intelligence Systems for Socio-Technical Organizations written by Keikhosrokiani, Pantea and published by IGI Global. This book was released on 2024-04-09 with total page 514 pages. Available in PDF, EPUB and Kindle. Book excerpt: The convergence of modern technology and social dynamics have shaped the very fabric of today’s organizations, making the role of Business Intelligence (BI) profoundly significant. Data-Driven Business Intelligence Systems for Socio-Technical Organizations delves into the heart of this transformative realm, offering an academic exploration of the tools, strategies, and methodologies that propel enterprises toward data-driven decision-making excellence. Socio-technical organizations, with their intricate interplay between human and technological components, require a unique approach to BI. This book embarks on a comprehensive journey, revealing how BI tools empower these entities to decipher the complexities of their data landscape. From user behavior to social interactions, technological systems to environmental factors, this work sheds light on the multifaceted sources of information that inform organizational strategies. Decision-makers within socio-technical organizations leverage BI insights to discern patterns, spot trends, and uncover correlations that influence operations and the intricate social dynamics within their entities. Research covering real-time monitoring and predictive analytics equips these organizations to respond swiftly to demands and anticipate future trends, harnessing the full potential of data. The book delves into their design, development, and architectural nuances, illuminating these concepts through case studies. This book is ideal for business executives, entrepreneurs, data analysts, marketers, government officials, educators, and researchers.

Predictive Intelligence Using Big Data and the Internet of Things

Author : Gupta, P.K.
Publisher : IGI Global
ISBN 13 : 1522562117
Total Pages : 300 pages
Book Rating : 4.5/5 (225 download)

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Book Synopsis Predictive Intelligence Using Big Data and the Internet of Things by : Gupta, P.K.

Download or read book Predictive Intelligence Using Big Data and the Internet of Things written by Gupta, P.K. and published by IGI Global. This book was released on 2018-12-28 with total page 300 pages. Available in PDF, EPUB and Kindle. Book excerpt: With the recent growth of big data and the internet of things (IoT), individuals can now upload, retrieve, store, and collect massive amounts of information to help drive decisions and optimize processes. Due to this, a new age of predictive computing is taking place, and data can now be harnessed to predict unknown occurrences or probabilities based on data collected in real time. Predictive Intelligence Using Big Data and the Internet of Things highlights state-of-the-art research on predictive intelligence using big data, the IoT, and related areas to ensure quality assurance and compatible IoT systems. Featuring coverage on predictive application scenarios to discuss these breakthroughs in real-world settings and various methods, frameworks, algorithms, and security concerns for predictive intelligence, this book is ideally designed for academicians, researchers, advanced-level students, and technology developers.

Marketing Made Simple

Author : Paul Reynolds
Publisher : Taylor & Francis
ISBN 13 : 1136432868
Total Pages : 274 pages
Book Rating : 4.1/5 (364 download)

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Book Synopsis Marketing Made Simple by : Paul Reynolds

Download or read book Marketing Made Simple written by Paul Reynolds and published by Taylor & Francis. This book was released on 2007-06-07 with total page 274 pages. Available in PDF, EPUB and Kindle. Book excerpt: Marketing Made Simple is an introductory text offering an overview of all basic marketing concepts and techniques. The book covers the latest developments in marketing thinking and practice, including hot topics such as Customer Relationship Management (CRM) and business-to-business marketing. Packed with examples and vignettes, it offers a clear-sighted starting point of value to students, practitioners and those wishing to gain a better insight into the subject of marketing.

How Digital Intelligence Drives Business Growth

Author : Zhizhuan Business Research Institute
Publisher : Springer Nature
ISBN 13 : 9819942993
Total Pages : 425 pages
Book Rating : 4.8/5 (199 download)

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Book Synopsis How Digital Intelligence Drives Business Growth by : Zhizhuan Business Research Institute

Download or read book How Digital Intelligence Drives Business Growth written by Zhizhuan Business Research Institute and published by Springer Nature. This book was released on 2023-12-25 with total page 425 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book aims to build a framework for understanding how to achieve new business growth through digital intelligence. It reveals the driving force and commercial logic behind the technology upgrade and transformation for enterprises, analyzes how to improve enterprises' branding, product, distribution channel, marketing, logistics, and organization under the new context, and studies the successful cases in digital intelligence of 6 Chinese enterprises. For business school students, researchers, managers, and practitioners, it is helpful to build an overview and understanding on strategy level as well as practice level.

The Paradox of Choice

Author : Barry Schwartz
Publisher : Harper Collins
ISBN 13 : 0061748994
Total Pages : 308 pages
Book Rating : 4.0/5 (617 download)

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Book Synopsis The Paradox of Choice by : Barry Schwartz

Download or read book The Paradox of Choice written by Barry Schwartz and published by Harper Collins. This book was released on 2009-10-13 with total page 308 pages. Available in PDF, EPUB and Kindle. Book excerpt: Whether we're buying a pair of jeans, ordering a cup of coffee, selecting a long-distance carrier, applying to college, choosing a doctor, or setting up a 401(k), everyday decisions—both big and small—have become increasingly complex due to the overwhelming abundance of choice with which we are presented. As Americans, we assume that more choice means better options and greater satisfaction. But beware of excessive choice: choice overload can make you question the decisions you make before you even make them, it can set you up for unrealistically high expectations, and it can make you blame yourself for any and all failures. In the long run, this can lead to decision-making paralysis, anxiety, and perpetual stress. And, in a culture that tells us that there is no excuse for falling short of perfection when your options are limitless, too much choice can lead to clinical depression. In The Paradox of Choice, Barry Schwartz explains at what point choice—the hallmark of individual freedom and self-determination that we so cherish—becomes detrimental to our psychological and emotional well-being. In accessible, engaging, and anecdotal prose, Schwartz shows how the dramatic explosion in choice—from the mundane to the profound challenges of balancing career, family, and individual needs—has paradoxically become a problem instead of a solution. Schwartz also shows how our obsession with choice encourages us to seek that which makes us feel worse. By synthesizing current research in the social sciences, Schwartz makes the counter intuitive case that eliminating choices can greatly reduce the stress, anxiety, and busyness of our lives. He offers eleven practical steps on how to limit choices to a manageable number, have the discipline to focus on those that are important and ignore the rest, and ultimately derive greater satisfaction from the choices you have to make.

Business Intelligence

Author : Carlo Vercellis
Publisher : John Wiley & Sons
ISBN 13 : 1119965470
Total Pages : 314 pages
Book Rating : 4.1/5 (199 download)

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Book Synopsis Business Intelligence by : Carlo Vercellis

Download or read book Business Intelligence written by Carlo Vercellis and published by John Wiley & Sons. This book was released on 2011-08-10 with total page 314 pages. Available in PDF, EPUB and Kindle. Book excerpt: Business intelligence is a broad category of applications and technologies for gathering, providing access to, and analyzing data for the purpose of helping enterprise users make better business decisions. The term implies having a comprehensive knowledge of all factors that affect a business, such as customers, competitors, business partners, economic environment, and internal operations, therefore enabling optimal decisions to be made. Business Intelligence provides readers with an introduction and practical guide to the mathematical models and analysis methodologies vital to business intelligence. This book: Combines detailed coverage with a practical guide to the mathematical models and analysis methodologies of business intelligence. Covers all the hot topics such as data warehousing, data mining and its applications, machine learning, classification, supply optimization models, decision support systems, and analytical methods for performance evaluation. Is made accessible to readers through the careful definition and introduction of each concept, followed by the extensive use of examples and numerous real-life case studies. Explains how to utilise mathematical models and analysis models to make effective and good quality business decisions. This book is aimed at postgraduate students following data analysis and data mining courses. Researchers looking for a systematic and broad coverage of topics in operations research and mathematical models for decision-making will find this an invaluable guide.

Advances in Business and Management Forecasting

Author : Kenneth D. Lawrence
Publisher : Emerald Group Publishing
ISBN 13 : 1787542912
Total Pages : 152 pages
Book Rating : 4.7/5 (875 download)

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Book Synopsis Advances in Business and Management Forecasting by : Kenneth D. Lawrence

Download or read book Advances in Business and Management Forecasting written by Kenneth D. Lawrence and published by Emerald Group Publishing. This book was released on 2019-09-06 with total page 152 pages. Available in PDF, EPUB and Kindle. Book excerpt: Volume 13 of Advances in Business and Management Forecasting presents state-of-the-art studies in the application of forecasting methodologies to areas such as sales forecasting, retailing, service contracts, bankruptcy prediction, executive compensation, and call center staffing.

Artificial Intelligence for Fashion Industry in the Big Data Era

Author : Sébastien Thomassey
Publisher : Springer
ISBN 13 : 9811300801
Total Pages : 289 pages
Book Rating : 4.8/5 (113 download)

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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 and published by Springer. This book was released on 2018-05-16 with total page 289 pages. 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

Business Intelligence and Information Technology

Author : Aboul Ella Hassanien
Publisher : Springer Nature
ISBN 13 : 9819934168
Total Pages : 818 pages
Book Rating : 4.8/5 (199 download)

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Book Synopsis Business Intelligence and Information Technology by : Aboul Ella Hassanien

Download or read book Business Intelligence and Information Technology written by Aboul Ella Hassanien and published by Springer Nature. This book was released on 2023-07-03 with total page 818 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 2022 International Conference on Business Intelligence and Information Technology (BIIT 2022) held in Harbin, China, during December 17–18, 2022. BIIT 2022 is organized by the School of Computer and Information Engineering, Harbin University of Commerce, and supported by Scientific Research Group in Egypt (SRGE), Egypt. The papers cover current research in electronic commerce technology and application, business intelligence and decision making, digital economy, accounting informatization, intelligent information processing, image processing and multimedia technology, signal detection and processing, communication engineering and technology, information security, automatic control technique, data mining, software development, and design, blockchain technology, big data technology, and artificial intelligence technology.

Decision Making Models in Production & Operations Management

Author : Michael Ballot
Publisher : Krieger Publishing Company
ISBN 13 :
Total Pages : 322 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Decision Making Models in Production & Operations Management by : Michael Ballot

Download or read book Decision Making Models in Production & Operations Management written by Michael Ballot and published by Krieger Publishing Company. This book was released on 1986 with total page 322 pages. Available in PDF, EPUB and Kindle. Book excerpt: This text focuses on the application of management decision-making tools in the field of production and operations. It provides an analysis of strategic decision-making problems and solutions on resource allocation, forecasting, and scheduling in manufacturing, services, and inventory management.