Basic solution concepts and computational issues / Éva Tardos, Vijay V. Vazirani -- The complexity of finding nash equilibria / Christos H. Papadimitriou -- Equilibrium computation for two-player games in strategic and extensive form / Bernhard von Stengel -- Learning, regret minimization, equilibria / Avrim Blum, Yishay Mansour -- Combinatorial algorithms for market equilibria / Vijay V. Vazirani -- Computation of market equilibria by convex programming / Bruno Codenotti, Kasturi Varadarajan -- Graphical games / Michael Kearns -- Cryptography and game theory / Yevgeniy Dodis, Tal Rabin -- Introduction to mechanism design (for computer scientists) / Noam Nisan -- Mechanism design without money / James Schummer, Rakesh V. Vohra -- Combinatorial auctions / Liad Blumrosen, Noam Nisan -- Computationally efficient approximation mechanisms / Ron Lavi -- Profit maximization in mechanism design / Jason D. Hartline, Anna R. Karlin -- Distributed algorithmic mechanism design / Joan Feigenbaum, Michael Schapira, Scott Shenker -- Cost sharing / Kamal Jain, Mohammad Mahdian -- Online mechanisms / David C. Parkes -- Introduction to the inefficiency of equilibria / Tim Roughgarden, Éva Tardos -- Routing games / Tim Roughgarden -- Network formation games and the potential function method / Éva Tardos, Tom Wexler -- Selfish load balancing / Berthold Vöcking -- The price of anarchy and the design of the scalable resource allocation mechanisms / Ramesh Johari -- Incentives and pricing in communications networks / Asuman Ozdaglar, R. Srikant -- Incentives in peer-to-peer systems / Moshe Babaioff, John Chuang, Michal Feldman -- Cascading behavior in networks: algorithmic and economic issues / Jon Kleinberg -- Incentives and information security / Ross Anderson ... [et al.] -- Computational aspects of prediction markets / David M. Pennock, Rahul Sami -- Manipulation-resistant reputation systems / Eric Friedman, Paul Resnick, Rahul Sami -- Sponsored search auctions / Sébastien Lahaie ... [et al.] -- Computational evolutionary game theory / Siddharth Suri
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With contributions from major researchers in the field, 'Algorithmic Game Theory' presents a comprehensive treatment of this important practical application