Description
Enables readers to learn how to design and implement algorithms for efficient and secure smart technologies
Algorithms for Smart World Technologies explains the fundamentals of key algorithms and their application in a variety of use cases, covering the factors, assumptions, and models essential for the design of a real-world algorithm and discussing the importance of advanced algorithms in the use of modern world technologies such as AI, IoT, and Blockchain.
Each chapter is written to provide a self-contained treatment of one major topic. Collectively, the chapters have been designed and carefully integrated to be entirely complementary with respect to definitions, terminology, and notation. Chapters are divided into three parts—complexities, paradigms, and recent applications—and at the beginning of each part, a detailed introduction explaining each subject area is provided. The foundational subjects are supported by end-of-chapter exercises and case studies, while the application-focused chapters are supported by projects to give worked experience.
Written by two highly qualified authors in academia, sample topics covered in Algorithms for Smart World Technologies include:
- Complexities, including complex systems and algorithms, measuring efficiency, types of systems, and types of complexities
- Ethics bounds, including algorithms ethics maps, algorithmic traceability, social ethics, environmental ethics, and parameters and thresholds
- Algorithmic paradigms, including the design of an algorithm, the divide and conquer algorithm, backtracking, exhaustive search, solvability, and reducibility
- Intelligent search algorithms, including solution space, uninformed, and informed search algorithms, evolutionary algorithms, and nature-inspired algorithms
- Smart transportation, including scheduling algorithms for vehicular traffic and opportunistic communication for VANET
Written for developers and domain experts who want to explore the opportunities and challenges of designing and developing algorithms and protocols for Smart-world problems, Algorithms for Smart World Technologies is an authoritative resource on the topic that provides both foundational knowledge and guidance on practical applications.
Table of Contents
Part I Complexities of Smart Algorithms
Chapter 1 Introduction to complexities
Chapter 2 Computational Complexity
Chapter 3 Communication Complexity
Chapter 4 Data Complexity
Chapter 5 Risk measures
Chapter 6 Ethics and Algorithmic Boundaries
Part II Algorithmic Paradigms for Smart World technologies
Chapter 7 Introduction to paradigms of smart algorithms
Chapter 8 Optimization algorithms
Chapter 9 Decision making algorithms
Chapter 10 Prediction Algorithms
Chapter 11 Secure Algorithms
Part III Smart World Applications
Chapter 12 Introduction to Smart World Applications
Chapter 13 Smart Education
Chapter 14 Smart World Algorithms in Healthcare
Chapter 15 Modern Approach Algorithms in Environmentalv
Chapter 16 Smart Agriculture
Chapter 17 Smart Transportation
Chapter 18 IT and Society
Chapter 19 Smart Government
Chapter 20 Disaster Management
Chapter 21 Communication Algorithms
Index
Bibliography
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- 作文モンスター図鑑
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- 洋書電子書籍
- Upward Bound: A Rea…
