Shulph Ink
Intelligent Techniques for Cyber-Physical Systems
Intelligent Techniques for Cyber-Physical Systems
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- More about Intelligent Techniques for Cyber-Physical Systems
Intelligent Techniques for Cyber-Physical Systems covers challenges, opportunities, and open research directions for cyber-physical systems, focusing on design and development of machine learning and metaheuristics-enabled methods, blockchain, and deep learning-based models for various applications.
Format: Hardback
Length: 340 pages
Publication date: 20 October 2023
Publisher: Taylor & Francis Ltd
Cyber-Physical Systems (CPS) are a rapidly evolving field that combines the principles of computing, communication, and physical systems to create intelligent and autonomous systems. This book provides a comprehensive overview of intelligent techniques for CPS, covering challenges, opportunities, and open research directions.
The book focuses on the design and development of machine learning and metaheuristics-enabled methods, as well as blockchain, for various challenges in edge, fog, and cloud computing, Internet of Things (IoT), Internet of Everything (IoE), and smart cities. These challenges include security, resource management, computation offloading, trust management, and others.
The book also includes the design and analysis of deep learning-based models, sensing technologies, metaheuristics, and blockchain for complex real-life systems in CPS. These models can be used to improve the performance, efficiency, and reliability of CPS.
The book offers perspectives on the research directions in CPS, providing state-of-the-art reviews on intelligent techniques, machine learning, deep learning, and reinforcement learning-based models for cloud-enabled IoT environments. It also discusses intelligent techniques for complex real-life problems in different CPS scenarios, reviews advancements in blockchain technology and smart cities, and explores machine learning-based intelligent models for combinatorial optimization problems.
The book is aimed at researchers and graduate students in computer science, engineering, and electrical and electronics engineering. It provides a comprehensive foundation for understanding and developing intelligent techniques for CPS, which are essential for the future of technology and society.
Weight: 820g
Dimension: 234 x 156 (mm)
ISBN-13: 9781032452869
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