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Intelligent Optimization Techniques For Business Analytics

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Intelligent Optimization Techniques For Business Analytics

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Author : Sanjeev Bansal
language : en
Publisher: Business Science Reference
Release Date : 2024-04-26

Intelligent Optimization Techniques For Business Analytics written by Sanjeev Bansal and has been published by Business Science Reference this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-04-26 with Business & Economics categories.

Today, the convergence of cutting-edge algorithms and actionable insights in business is paramount for success. Scholars and practitioners grapple with the dilemma of optimizing data to drive efficiency, innovation, and competitiveness. The formidable challenge of effectively harnessing the immense power of intelligent optimization techniques and business analytics only increases as the volume of data grows exponentially, and the complexities of navigating the intricate landscape of business analytics becomes more daunting. This pressing issue underscores the critical need for a comprehensive solution, and Intelligent Optimization Techniques for Business Analytics is poised to provide much-needed answers. This groundbreaking book offers an all-encompassing solution to the challenges that academic scholars encounter in the pursuit of mastering the interplay between learning algorithms and intelligent optimization techniques for business analytics. Through a wealth of diverse perspectives and expert case studies, it illuminates the path to effectively implementing these advanced systems in real-world business scenarios. It caters not only to the scholarly community but also to industry professionals and policymakers, equipping them with the necessary tools and insights to excel in the realm of data-driven decision-making. Encompassing a wide range of topics, from foundational principles to practical applications, this book serves as a transformative solution. It is a guide for those seeking to comprehend and harness the potential of machine learning and intelligent optimization in the field of business analytics. It dives into practical challenges, ethical considerations, and showcases the wide-ranging applicability of these techniques across various domains. Intelligent Optimization Techniques for Business Analytics is the solution that empowers scholars to make informed decisions in complex business scenarios, revolutionizing the way data is leveraged and shaping the future of enterprises.

Adaptive Business Intelligence

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Author : Zbigniew Michalewicz
language : en
Publisher: Springer Science & Business Media
Release Date : 2006-12-02

Adaptive Business Intelligence written by Zbigniew Michalewicz and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2006-12-02 with Computers categories.

Adaptive business intelligence systems combine prediction and optimization techniques to assist decision makers in complex, rapidly changing environments. These systems address fundamental questions: What is likely to happen in the future? What is the best course of action? Adaptive Business Intelligence explores elements of data mining, predictive modeling, forecasting, optimization, and adaptability. The book explains the application of numerous prediction and optimization techniques, and shows how these concepts can be used to develop adaptive systems. Coverage includes linear regression, time-series forecasting, decision trees and tables, artificial neural networks, genetic programming, fuzzy systems, genetic algorithms, simulated annealing, tabu search, ant systems, and agent-based modeling.

Intelligent Optimisation Techniques

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Author : Duc Pham
language : en
Publisher: Springer Science & Business Media
Release Date : 2012-12-06

Intelligent Optimisation Techniques written by Duc Pham and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-12-06 with Computers categories.

This work gives a concise introduction to four important optimization techniques, presenting a range of applications drawn from electrical, manufacturing, mechanical, and systems engineering-such as the design of microstrip antennas, digital FIR filters, and fuzzy logic controllers. The book also contains the C programs used to implement the main techniques for those wishing to experiment with them.

Intelligent Optimization Techniques For Business Analytics

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Author : Bansal, Sanjeev
language : en
Publisher: IGI Global
Release Date : 2024-04-15

Intelligent Optimization Techniques For Business Analytics written by Bansal, Sanjeev and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-04-15 with Business & Economics categories.

Handbook Of Research On Foundations And Applications Of Intelligent Business Analytics

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Author : Sun, Zhaohao
language : en
Publisher: IGI Global
Release Date : 2022-03-11

Handbook Of Research On Foundations And Applications Of Intelligent Business Analytics written by Sun, Zhaohao and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-03-11 with Computers categories.

Intelligent business analytics is an emerging technology that has become a mainstream market adopted broadly across industries, organizations, and geographic regions. Intelligent business analytics is a current focus for research and development across academia and industries and must be examined and considered thoroughly so businesses can apply the technology appropriately. The Handbook of Research on Foundations and Applications of Intelligent Business Analytics examines the technologies and applications of intelligent business analytics and discusses the foundations of intelligent analytics such as intelligent mining, intelligent statistical modeling, and machine learning. Covering topics such as augmented analytics and artificial intelligence systems, this major reference work is ideal for scholars, engineers, professors, practitioners, researchers, industry professionals, academicians, and students.

Artificial Intelligence For Business Optimization

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Author : Bhuvan Unhelkar
language : en
Publisher: CRC Press
Release Date : 2021-08-09

Artificial Intelligence For Business Optimization written by Bhuvan Unhelkar and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-08-09 with Business & Economics categories.

This book explains how AI and Machine Learning can be applied to help businesses solve problems, support critical thinking and ultimately create customer value and increase profit. By considering business strategies, business process modeling, quality assurance, cybersecurity, governance and big data and focusing on functions, processes, and people’s behaviors it helps businesses take a truly holistic approach to business optimization. It contains practical examples that make it easy to understand the concepts and apply them. It is written for practitioners (consultants, senior executives, decision-makers) dealing with real-life business problems on a daily basis, who are keen to develop systematic strategies for the application of AI/ML/BD technologies to business automation and optimization, as well as researchers who want to explore the industrial applications of AI and higher-level students.

Artificial Intelligence For Business Optimization

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Author : Bhuvan Unhelkar
language : en
Publisher: CRC Press
Release Date : 2021-08-09

Encyclopedia Of Business Analytics And Optimization

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Author : Wang, John
language : en
Publisher: IGI Global
Release Date : 2014-02-28

Encyclopedia Of Business Analytics And Optimization written by Wang, John and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-02-28 with Business & Economics categories.

As the age of Big Data emerges, it becomes necessary to take the five dimensions of Big Data- volume, variety, velocity, volatility, and veracity- and focus these dimensions towards one critical emphasis - value. The Encyclopedia of Business Analytics and Optimization confronts the challenges of information retrieval in the age of Big Data by exploring recent advances in the areas of knowledge management, data visualization, interdisciplinary communication, and others. Through its critical approach and practical application, this book will be a must-have reference for any professional, leader, analyst, or manager interested in making the most of the knowledge resources at their disposal.

Computational Intelligence For Business Analytics

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Author : Witold Pedrycz
language : en
Publisher: Springer Nature
Release Date : 2021-10-26

Computational Intelligence For Business Analytics written by Witold Pedrycz and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-10-26 with Technology & Engineering categories.

Corporate success has been changed by the importance of new developments in Business Analytics (BA) and furthermore by the support of computational intelligence- based techniques. This book opens a new avenues in these subjects, identifies key developments and opportunities. The book will be of interest for students, researchers and professionals to identify innovative ways delivered by Business Analytics based on computational intelligence solutions. They help elicit information, handle knowledge and support decision-making for more informed and reliable decisions even under high uncertainty environments.Computational Intelligence for Business Analytics has collected the latest technological innovations in the field of BA to improve business models related to Group Decision-Making, Forecasting, Risk Management, Knowledge Discovery, Data Breach Detection, Social Well-Being, among other key topics related to this field.

Business Analytics For Beginners And Dummies

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Author : Lisa H Gregory Ph D
language : en
Publisher: Independently Published
Release Date : 2021-01-18

Business Analytics For Beginners And Dummies written by Lisa H Gregory Ph D and has been published by Independently Published this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-01-18 with categories.

In the era of knowledge economy, getting the right information to decision makers at the right time is critical to their business success. One such attempt includes the growing use of business analytics. Generally speaking, business analytics refers to a broad use of various quantitative techniques such as statistics, data mining, optimization tools, and simulation supported by the query and reporting mechanism to assist decision makers in making more informed decisions within a closed-loop framework seeking continuous process improvement through monitoring and learning. Business analytics also helps the decision maker predict the future business activities based on the analysis of historical patterns of past business activities. For example, your nearby grocery chain, such as Kroger, might frequently issue discount coupons tailored for each customer based on his past shopping patterns. This practice encourages the customer to consider buying the discounted but favorite items repeatedly, while building customer loyalty. This practice is possible, since a smart use of business analytics allows the grocery store to figure out which items are likely to be purchased by which customer in his next grocery shopping trip. Likewise, application potentials of business analytics are enormous given the abundant data available from the digital and mobile data sources. Although business analytics has been rapidly gaining popularity among practitioners and academicians alike in the recent past, its conceptual foundation has existed for centuries. One of the first forms of business analytics may be statistics whose uses can be traced back at least to the biblical times in ancient Egypt, Babylon, and Rome. The word analytics has come into the foreground in last decade or so. The proliferation of the internet and information technology has made analytics very relevant in the current age. Analytics is a field which combines data, information technology, statistical analysis, quantitative methods and computer-based models into one. This all are combined to provide decision makers all the possible scenarios to make a well thought and researched decision. The computer-based model ensures that decision makers are able to see performance of decision under various scenarios. Business analytics has a wide range of application from customer relationship management, financial management, and marketing, supply-chain management, human-resource management, pricing and even in sports through team game strategies.

Intelligent Optimization Techniques For Business Analytics

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