Algorithmic Game Theory 1st edition by Noam Nisan 0521872820 978-0521872829

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Product details:

ISBN-10 ‏ : ‎ 0521872820

ISBN-13 ‏ : ‎ 978-0521872829

Author :  Noam Nisan

In the last few years game theory has had a substantial impact on computer science, especially on Internet- and e-commerce-related issues. More than 40 of the top researchers in this field have written chapters that go from the foundations to the state of the art. Basic chapters on algorithmic methods for equilibria, mechanism design and combinatorial auctions are followed by chapters on incentives and pricing, cost sharing, information markets and cryptography and security. Students, researchers and practitioners alike need to learn more about these fascinating theoretical developments and their widespread practical application.
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Algorithmic Game Theory 1st Table of contents:

Part I. Computing in Games:

1. Basic solution concepts and computational issues Éva Tardos and Vijay V. Vazirani;

2. Algorithms for equilibria Christos Papadimitriou;

3. Equilibrium computation for games in strategic and extensive form Bernhard von Stengel;

4. Learning, regret minimization and correlated equilibria Avrim Blum and Yishay Mansour;

5. Graphical games Michael J. Kearns;

6. Cryptography and game theory Yevgeniy Dodis and Tal Rabin; 

7. Combinatorial algorithms for market equilibria Vijay V. Vazirani;

8. Computation of market equilibria by convex programming Bruno Codenotti and Kasturi Varadarajan;

Part II. Algorithmic Mechanism Design:

9. Introduction to mechanism design (for computer scientists) Noam Nisan; 

10. Mechanism design without money James Schummer and Rakesh V. Vohra;

11. Combinatorial auctions Noam Nisan and Liad Blumrosen;

12. Computationally efficient approximation mechanisms

 

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