Applications of Mathematical Modeling, Machine Learning, and Intelligent Computing for Industrial Development
eBook - ePub

Applications of Mathematical Modeling, Machine Learning, and Intelligent Computing for Industrial Development

  1. 404 pages
  2. English
  3. ePUB (mobile friendly)
  4. Available on iOS & Android
eBook - ePub

Applications of Mathematical Modeling, Machine Learning, and Intelligent Computing for Industrial Development

About this book

The text focuses on mathematical modeling and applications of advanced techniques of machine learning, and artificial intelligence, including artificial neural networks, evolutionary computing, data mining, and fuzzy systems to solve performance and design issues more precisely. Intelligent computing encompasses technologies, algorithms, and models in providing effective and efficient solutions to a wide range of problems, including the airport's intelligent safety system. It will serve as an ideal reference text for senior undergraduate, graduate students, and academic researchers in fields that include industrial engineering, manufacturing engineering, computer engineering, and mathematics.

The book:

  • Discusses mathematical modeling for traffic, sustainable supply chain, vehicular Ad-Hoc networks, and internet of things networks with intelligent gateways
  • Covers advanced machine learning, artificial intelligence, fuzzy systems, evolutionary computing, and data mining techniques for real- world problems
  • Presents applications of mathematical models in chronic diseases such as kidney and coronary artery diseases
  • Highlights advances in mathematical modeling, strength, and benefits of machine learning and artificial intelligence, including driving goals, applicability, algorithms, and processes involved
  • Showcases emerging real-life topics on mathematical models, machine learning, and intelligent computing using an interdisciplinary approach

The text presents emerging real-life topics on mathematical models, machine learning, and intelligent computing in a single volume. It will serve as an ideal text for senior undergraduate students, graduate students, and researchers in diverse fields, including industrial and manufacturing engineering, computer engineering, and mathematics.

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Yes, you can access Applications of Mathematical Modeling, Machine Learning, and Intelligent Computing for Industrial Development by Madhu Jain, Dinesh K Sharma, Rakhee Kulshrestha, H.S. Hota, Madhu Jain,Dinesh K Sharma,Rakhee Kulshrestha,H.S. Hota in PDF and/or ePUB format, as well as other popular books in Computer Science & Mathematics General. We have over one million books available in our catalogue for you to explore.

Information

Table of contents

  1. Cover Page
  2. Half Title page
  3. Series Page
  4. Title Page
  5. Copyright Page
  6. Contents
  7. Preface
  8. Editors’ biographies
  9. Contributors
  10. Section 1 Mathematical modeling
  11. Section 2 Machine learning
  12. Section 3 Intelligent computing
  13. Index