YanChen,Chih-Yu Wang,ChunxiaoJiang,K. J. RayLiu
Reciprocity, Evolution, and Decision Games in Network and Data Science
Reciprocity, Evolution, and Decision Games in Network and Data Science
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Excellent- More about Reciprocity, Evolution, and Decision Games in Network and Data Science
This book provides an overview of the latest theory and practical management tools for analysing and managing evolutionary and sequential user behaviours in modern networks, with simulations and experiments using real data sets. It is ideal for graduate students and researchers in networking, communications, and signal processing.
Format: Hardback
Length: 472 pages
Publication date: 22 July 2021
Publisher: Cambridge University Press
In the ever-evolving landscape of modern networks, understanding and managing user behaviors has become a crucial aspect for optimizing network performance. This requires a deep understanding of evolutionary and sequential dynamics, as well as the application of innovative techniques such as indirect reciprocity, evolutionary games, and sequential decision-making. By leveraging these tools, researchers and practitioners can gain insights into the complex interactions between users and networks, leading to improved performance and efficiency.
In this comprehensive course, we will delve into the latest theories and methodologies in user behavior analysis and management. We will explore how to model and simulate user behaviors, analyze network performance, and develop practical strategies to regulate user behavior. Our focus will be on understanding the underlying principles of these techniques without getting bogged down in the details of traditional game theory.
Throughout the course, we will use real-world data sets and practical examples to illustrate the concepts and applications of user behavior analysis and management. You will gain hands-on experience with various tools and techniques, including network simulators, machine learning algorithms, and data visualization techniques.
Whether you are a graduate student or a researcher working in networking, communications, or signal processing, this course will provide you with the essential skills and knowledge to analyze and manage evolutionary and sequential user behaviors in modern networks. By leveraging the latest theories and practical management tools, you will be able to optimize network performance and achieve your research goals.
So, join us on this exciting journey and unlock the full potential of user behavior analysis and management in modern networks. Register now and embark on a journey of discovery and innovation!
Weight: 1050g
Dimension: 250 x 175 x 26 (mm)
ISBN-13: 9781108494748
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