Reciprocity, Evolution, and Decision Games in Network and Data Science
Autor Yan Chen, Chih-Yu Wang, Chunxiao Jiang, K. J. Ray Liuen Limba Engleză Hardback – 21 iul 2021
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Specificații
ISBN-13: 9781108494748
ISBN-10: 1108494749
Pagini: 472
Dimensiuni: 175 x 250 x 26 mm
Greutate: 1.04 kg
Editura: Cambridge University Press
Colecția Cambridge University Press
Locul publicării:Cambridge, United Kingdom
ISBN-10: 1108494749
Pagini: 472
Dimensiuni: 175 x 250 x 26 mm
Greutate: 1.04 kg
Editura: Cambridge University Press
Colecția Cambridge University Press
Locul publicării:Cambridge, United Kingdom
Cuprins
1. Basic Game Theory; Part I. Indirect Reciprocity: 2. Indirect Reciprocity Game in Cognitive Networks; 3. Indirect Reciprocity Game for Dynamic Channel Access; 4. Multiuser Indirect Reciprocity Game for Cooperative Communications; 5. Indirect-Reciprocity Data Fusion Game and Application to Cooperative Spectrum Sensing; Part II. Evolutionary Game: 6. Evolutionary Game for Cooperative Peer-to-Peer Streaming; 7. Evolutionary Game for Spectrum Sensing and Access in Cognitive Networks; 8. Graphical Evolutionary Game for Distributed Adaptive Networks; 9. Graphical Evolutionary Game for Information Diffusions in Social Networks; 10. Graphical Evolutionary Game for Information Diffusions in Heterogeneous Social Networks; Part III. Sequential Decision Making: 11. Introduction to Sequential Decision Making; 12. Chinese Restaurant Game: Sequential Decision Making in Static Systems; Dynamic Chinese Restaurant Game: Sequential Decision Making in Dynamic Systems; 14. Indian Buffet Game for Multiple Choices; 15. Hidden Chinese Restaurant Game: Learning from Actions; 16. Wireless Network Access with Mechanism Design; 17. Wireless Network Access with Mechanism Design; 18. Social Computing: Answer vs. Vote.
Recenzii
'This advanced text is a great start for more in-depth explorations into complex system-modeling areas. Recommended.' J. Brzezinski, Choice Connect
Notă biografică
Descriere
A unique treatment of evolutionary games, indirect reciprocity, sequential decision making, and application to wireless and social networks.