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Mathematical Modeling for Intelligent Systems
- Theory, Methods, and Simulation
Engelsk Hardback
Mathematical Modeling for Intelligent Systems
- Theory, Methods, and Simulation
Engelsk Hardback

1.243 kr
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Om denne bog

Mathematical Modeling for Intelligent Systems: Theory, Methods, and Simulation

aims to provide a reference for the applications of mathematical modeling using intelligent techniques in various unique industry problems in the era of Industry 4.0. Providing a thorough introduction to the field of soft-computing techniques, this book covers every major technique in artificial intelligence in a clear and practical style. It also highlights current research and applications, addresses issues encountered in the development of applied systems, and describes a wide range of intelligent systems techniques, including neural networks, fuzzy logic, evolutionary strategy, and genetic algorithms. This book demonstrates concepts through simulation examples and practical experimental results.

Key Features:

• Offers a well-balanced mathematical analysis of modeling physical systems

• Summarizes basic principles in differential geometry and convex analysis as needed

• Covers a wide range of industrial and social applications and bridges the gap between core theory and costly experiments through simulations and modeling

• Focuses on manifold ranging from stability of fluid flows, nanofluids, drug delivery, and security of image data to pandemic modeling, etc.

This book is primarily aimed at advanced undergraduates and postgraduate students studying computer science, mathematics, and statistics. Researchers and professionals will also find this book useful.

Product detaljer
Sprog:
Engelsk
Sider:
246
ISBN-13:
9781032272252
Indbinding:
Hardback
Udgave:
ISBN-10:
1032272252
Udg. Dato:
29 jul 2022
Længde:
22mm
Bredde:
263mm
Højde:
186mm
Forlag:
Taylor & Francis Ltd
Oplagsdato:
29 jul 2022
Forfatter(e):
Kategori sammenhænge