Twenty Lectures on Algorithmic Game Theory

Nonfiction, Science & Nature, Mathematics, Computers, General Computing, Business & Finance
Cover of the book Twenty Lectures on Algorithmic Game Theory by Tim Roughgarden, Cambridge University Press
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Author: Tim Roughgarden ISBN: 9781316780480
Publisher: Cambridge University Press Publication: August 30, 2016
Imprint: Cambridge University Press Language: English
Author: Tim Roughgarden
ISBN: 9781316780480
Publisher: Cambridge University Press
Publication: August 30, 2016
Imprint: Cambridge University Press
Language: English

Computer science and economics have engaged in a lively interaction over the past fifteen years, resulting in the new field of algorithmic game theory. Many problems that are central to modern computer science, ranging from resource allocation in large networks to online advertising, involve interactions between multiple self-interested parties. Economics and game theory offer a host of useful models and definitions to reason about such problems. The flow of ideas also travels in the other direction, and concepts from computer science are increasingly important in economics. This book grew out of the author's Stanford University course on algorithmic game theory, and aims to give students and other newcomers a quick and accessible introduction to many of the most important concepts in the field. The book also includes case studies on online advertising, wireless spectrum auctions, kidney exchange, and network management.

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Computer science and economics have engaged in a lively interaction over the past fifteen years, resulting in the new field of algorithmic game theory. Many problems that are central to modern computer science, ranging from resource allocation in large networks to online advertising, involve interactions between multiple self-interested parties. Economics and game theory offer a host of useful models and definitions to reason about such problems. The flow of ideas also travels in the other direction, and concepts from computer science are increasingly important in economics. This book grew out of the author's Stanford University course on algorithmic game theory, and aims to give students and other newcomers a quick and accessible introduction to many of the most important concepts in the field. The book also includes case studies on online advertising, wireless spectrum auctions, kidney exchange, and network management.

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