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Algorithmic Game Theory,9780521872829

Algorithmic Game Theory

by
Format: Hardcover
Pub. Date: 9/24/2007
Publisher(s): Cambridge University Press
Availability: This title is currently not available.

Summary

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.

Table of Contents

Introduction
Computing in Games
Basic solution concepts and computational issues
Algorithms for equilibria
Equilibrium computation for games in strategic and extensive form
Learning, regret minimization and correlated equilibria
Graphical games
Cryptography and game theory
Combinatorial algorithms for market equilibria Vijay V. Vazirani
Computation of market equilibria by convex programming
Algorithmic Mechanism Design
Introduction to mechanism design (for computer scientists)
Mechanism design without money
Combinatorial auctions
Computationally efficient approximation mechanisms
Profit maximization in mechanism design
Distributed algorithmic mechanism design
Cost sharing
On-line mechanisms
Quantifying the Inefficiency of Equilibria
Introduction to the inefficiency of equillibria
Routing games
Inefficiency of equilibria in network formation games
Selfish load-balancing
Efficiency loss and the design of scalable resource allocation mechanisms
Additional Topics
Incentives and pricing in communication networks
Incentives in peer-to-peer systems
Cascading behavior in networks: algorithmic and economic issues
Incentives and information security
Computational aspects of information markets
Manipulation-resistant reputation systems
Sponsored search auctions
Algorithmic issues in evolutionary game theory
Table of Contents provided by Publisher. All Rights Reserved.

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