Multi Criteria Decision Making And Optimum Design With Machine Learning
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Multi Criteria Decision Making And Optimum Design With Machine Learning
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Author : Van Thanh Tien Nguyen
language : en
Publisher: CRC Press
Release Date : 2024-12-11
Multi Criteria Decision Making And Optimum Design With Machine Learning written by Van Thanh Tien Nguyen and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-12-11 with Computers categories.
As multicriteria decision-making (MCDM) continues to grow and evolve, machine learning (ML) techniques have become increasingly important in finding efficient and effective solutions to complex problems. This book is intended to guide researchers, practitioners, and students interested in the intersection of ML and MCDM for optimal design. Multi-Criteria Decision-Making and Optimum Design with Machine Learning: A Practical Guide is a comprehensive resource that bridges the gap between ML and MCDM. It offers a practical approach by demonstrating the application of ML and MCDM algorithms to real-world problems. Through case studies and examples, it showcases the effectiveness of these techniques in optimal design. The book also provides a comparative analysis of conventional MCDM algorithms and machine learning techniques, enabling readers to make informed decisions about their use in different scenarios. It also delves into emerging trends, providing insights into future directions and potential opportunities. The book covers a wide range of topics, including the definition of optimal design, MCDM algorithms, supervised and unsupervised ML techniques, deep learning techniques, and more, making it a valuable resource for professionals and researchers in various fields. Multi-Criteria Decision-Making and Optimum Design with Machine Learning: A Practical Guide is designed for professionals, researchers, and practitioners in engineering, computer science, sustainability, and related fields. It is also a valuable resource for students and academics who wish to expand their knowledge of machine learning applications in multicriteria decision-making. By offering a blend of theoretical insights and practical examples, this guide aims to inspire further research and application of machine learning in multidimensional decision-making environments.
Multi Criteria Decision Making And Optimum Design With Machine Learning
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Author : Tien V. T. Nguyen
language : en
Publisher:
Release Date : 2025
Multi Criteria Decision Making And Optimum Design With Machine Learning written by Tien V. T. Nguyen and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025 with Machine learning categories.
"As the field of Multi-Criteria Decision-Making (MCDM) continues to grow and evolve, Machine Learning (ML) techniques have become increasingly important in finding efficient and effective solutions to complex problems. This book is intended to guide researchers, practitioners, and students interested in the intersection of ML and MCDM for optimal design. This practical guide is intended for researchers, practitioners, and students interested in using Machine Learning and Multiple-Criteria Decision-Making techniques for optimum design"--
Multiple Criteria Decision Making Mcdm Techniques And Statistics In Marketing
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Author : Tarnanidis, Theodore
language : en
Publisher: IGI Global
Release Date : 2025-03-13
Multiple Criteria Decision Making Mcdm Techniques And Statistics In Marketing written by Tarnanidis, Theodore and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-03-13 with Business & Economics categories.
Marketing has become increasingly popular, utilizing multi-criteria decision making (MCDM) methods and statistics to create robust frameworks for making informed and strategic decisions. Computational and modeling breakthroughs have resulted in a significant increase in the use of MCDM methods in marketing in the past decade, making it an ideal solution for many marketing problems. Statistics can now be used to conduct MCDM analyses on a variety of marketing problems, including new product introduction and pricing, using multiple data sources. Businesses can make more informed, strategic, and effective decisions by using MCDM methods and statistical analysis in marketing. By using these tools, marketers can improve market performance and competitive advantage by optimizing product development, pricing strategies, market segmentation, and campaign effectiveness. Multiple-Criteria Decision-Making (MCDM) Techniques and Statistics in Marketing explores the effects of MCDM techniques on marketing practices. It covers a wide range of statistics and research to examine MCDM in shaping modern consumer science. This book covers topics such as management science, product development, and consumer behavior, and is a useful resource for marketers, business owners, data scientists, academicians, and researchers.
Navigating Ai And The Metaverse In Scientific Research
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Author : Al Aqad, Mohammed H.
language : en
Publisher: IGI Global
Release Date : 2025-04-24
Navigating Ai And The Metaverse In Scientific Research written by Al Aqad, Mohammed H. and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-04-24 with Science categories.
The rapid advancements in artificial intelligence (AI) and the emergence of the metaverse have transformed various fields of research, offering unprecedented opportunities for innovation, collaboration, and exploration. These technologies have enabled researchers to simulate complex phenomena, analyze large datasets with precision, and create immersive environments for experimental studies. As AI algorithms continue to evolve and the metaverse becomes more accessible, the scientific community is poised to leverage these tools to push the boundaries of traditional research methodologies. However, this paradigm shift also introduces new challenges, including ethical concerns, data security, and the need for interdisciplinary expertise. Navigating AI and the Metaverse in Scientific Research raises questions about data privacy, algorithmic bias, and the ethical implications of automated decision-making. It explores how AI and the metaverse can be leveraged for research and development in various sectors and assesses the implications of these technologies on research ethics, education, and public policy. Covering topics such as academic standards, personalized learning experiences, and research integrity, this book is an excellent resource for industry practitioners, policymakers, educators, professionals, researchers, scholars, academicians, and more.
Enhancing School Counseling With Technology And Case Studies
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Author : Çela, Eriona
language : en
Publisher: IGI Global
Release Date : 2025-02-25
Enhancing School Counseling With Technology And Case Studies written by Çela, Eriona and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-02-25 with Education categories.
In today's educational landscape, the integration of technology into school counseling has become a vital tool for enhancing student support and guidance. With advancements in digital platforms, school counselors can reach students effectively, streamline administrative tasks, and access valuable resources to address a wide range of academic, social, and emotional needs. Digital technology transforms school counseling practices, offering resources that enhance the effectiveness and accessibility of school counseling programs. Further research into school counseling technology may improve outcomes for students and contribute to a more inclusive, accessible, and responsive educational counseling environment. Enhancing School Counseling With Technology and Case Studies explores the integration of technology in school counseling, as well as the various digital tools and platforms that enhance the effectiveness of school counseling. It presents detailed case studies that illustrate the successful implementation of these technologies in diverse school settings, providing best practices for integrating technology into counseling curricula, addressing ethical and legal considerations, and preparing for future trends in tech-enhanced counseling. This book covers topics such as digital technology, gamification, and telehealth, and is a useful resource for educators, sociologists, psychologists, academicians, computer scientists, and researchers.
Driving Innovation At The Intersection Of Renewable Energy And The Internet Of Vehicles
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Author : Ouaissa, Mariyam
language : en
Publisher: IGI Global
Release Date : 2025-05-28
Driving Innovation At The Intersection Of Renewable Energy And The Internet Of Vehicles written by Ouaissa, Mariyam and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-05-28 with Technology & Engineering categories.
The Internet of Vehicles (IoV) is revolutionizing transportation by enabling smarter, more connected mobility solutions in urban environments. However, the rapid expansion of connected vehicles and infrastructure brings significant energy demands that challenge sustainability goals. Addressing these concerns through green IoV strategies is essential to reduce the environmental impact of modern transportation systems. Achieving energy efficiency in IoV not only helps mitigate fuel and electricity consumption but also ensures long-term viability of smart city technologies. As cities continue to adopt intelligent transport networks, sustainable energy practices in vehicular systems become critical to balancing innovation with environmental responsibility. Driving Innovation at the Intersection of Renewable Energy and the Internet of Vehicles explores the innovative fusion of renewable energy sources with the IoV, driving the transformation toward eco-friendly and energy-efficient transportation systems. It delves into the integration of green technologies like solar, wind, and energy-efficient communications to reduce the environmental impact of vehicular networks. Covering topics such as artificial intelligence, machine learning, and sustainability, this book is an excellent resource for academicians, researchers, engineers, policymakers, and more.
6g Impacts On Natural Habitats And Human Life
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Author : Haque, Shameemul
language : en
Publisher: IGI Global
Release Date : 2025-05-01
6g Impacts On Natural Habitats And Human Life written by Haque, Shameemul and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-05-01 with Computers categories.
6G technology promises advancements in energy efficiency and sustainable industrial manufacturing for smart cities. It also has the potential to optimize operations by streamlining processes and managing energy consumption but may come with ecological and social costs. 6G infrastructure encourages higher energy usage and increases the amount of electronic waste and radiation, which may have a negative impact on wildlife and their natural habitats. Additionally, society may also be threatened by automation, taking jobs from humans and subjecting them to health risks from increased radiation exposure. Therefore, 6G must be deployed responsibly, striving towards greater technological, environmental, and economic sustainability. 6G Impacts on Natural Habitats and Human Life highlights the positives of 6G technological advancement and its negative impact on natural habitats. It raises concerns about sustainability in terms of technology use, nature conservation, and humanity. Covering topics such as human life management, eco-intelligence, and climate change mitigation, this book is an excellent resource for technologists, business leaders, sustainability scientists, sociologists, biologists, ecologists, researchers, academicians, and more.
Multiple Criteria Decision Making
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Author : M. Murat Köksalan
language : en
Publisher: World Scientific
Release Date : 2011
Multiple Criteria Decision Making written by M. Murat Köksalan and has been published by World Scientific this book supported file pdf, txt, epub, kindle and other format this book has been release on 2011 with Business & Economics categories.
Ch. 1. The early history of MCDM -- ch. 2. MCDM developments in the 1970s -- ch. 3. MCDM developments in the 1980s -- ch. 4. MCDM developments in the 1990s and beyond -- ch. 5. MCDM conferences -- ch. 6. MCDM society traditions -- ch. 7. Awards and presidents -- ch. 8. Biographies of leading MCDM scholars -- ch. 9. Conclusion
Issues In Artificial Intelligence Robotics And Machine Learning 2013 Edition
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Author :
language : en
Publisher: ScholarlyEditions
Release Date : 2013-05-01
Issues In Artificial Intelligence Robotics And Machine Learning 2013 Edition written by and has been published by ScholarlyEditions this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-05-01 with Computers categories.
Issues in Artificial Intelligence, Robotics and Machine Learning: 2013 Edition is a ScholarlyEditions™ book that delivers timely, authoritative, and comprehensive information about Expert Systems. The editors have built Issues in Artificial Intelligence, Robotics and Machine Learning: 2013 Edition on the vast information databases of ScholarlyNews.™ You can expect the information about Expert Systems in this book to be deeper than what you can access anywhere else, as well as consistently reliable, authoritative, informed, and relevant. The content of Issues in Artificial Intelligence, Robotics and Machine Learning: 2013 Edition has been produced by the world’s leading scientists, engineers, analysts, research institutions, and companies. All of the content is from peer-reviewed sources, and all of it is written, assembled, and edited by the editors at ScholarlyEditions™ and available exclusively from us. You now have a source you can cite with authority, confidence, and credibility. More information is available at http://www.ScholarlyEditions.com/.
Recent Theories And Applications For Multi Criteria Decision Making
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Author : Aouadni, Sourour
language : en
Publisher: IGI Global
Release Date : 2024-11-01
Recent Theories And Applications For Multi Criteria Decision Making written by Aouadni, Sourour and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-11-01 with Business & Economics categories.
In an increasingly complex world, decision-makers face the challenge of optimizing multiple conflicting objectives across various scenarios. Multi-Criteria Decision-Making (MCDM) techniques have emerged as essential tools for addressing these challenges and offer methods to evaluate alternatives and minimize subjectivity. As the landscape of MCDM evolves with new approaches such as fuzzy set theory, rough set theory, and neutrosophic set theory, decision-making in situations involving varied and complex data becomes more reliable and consistent. Recent Theories and Applications for Multi-Criteria Decision-Making explores the latest trends and innovations in this field. The book includes thought-provoking input from renowned researchers who cover case studies, real-world applications, challenges, and cutting-edge methodologies. It highlights the integration of advanced technologies such as AI, big data, and IoT with MCDM, while offering practical insights into strategic decision-making in today's digital age. This volume serves as a valuable resource for scholars, practitioners, and researchers keen to improve their decision-making capacity.