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  • Twenty Lectures on Algorithmic Game Theory

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Twenty Lectures on Algorithmic Game Theory

by Tim Roughgarden (Author) Format: Paperback
4.7 out of 5 stars (32)

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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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  1. ISBN-10
    131662479X
  2. ISBN-13
    978-1316624791
  3. Edition
    1st
  4. Publisher
    Cambridge University Press
  5. Publication date
    August 31, 2016
  6. Language
    English
  7. Dimensions
    6 x 0.81 x 9 inches
  8. Print length
    352 pages
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Editorial Reviews

Review

'There are several features of this book that make it very well suited both for the classroom and for self-study … if your interest is in understanding how game theory, economics and computer science are cross-pollinating to address challenges of the design of online strategic interactions, this is the book to start with. It is clear, well-organized and makes a compelling introduction to a vibrant field.' David Burke, MAA Reviews

Book Description

This accessible introduction features case studies in online advertising, spectrum auctions, kidney exchange, and network management.

Product details

  • Publisher ‏ : ‎ Cambridge University Press
  • Publication date ‏ : ‎ August 31, 2016
  • Edition ‏ : ‎ 1st
  • Language ‏ : ‎ English
  • Print length ‏ : ‎ 352 pages
  • ISBN-10 ‏ : ‎ 131662479X
  • ISBN-13 ‏ : ‎ 978-1316624791
  • Item Weight ‏ : ‎ 1.12 pounds
  • Dimensions ‏ : ‎ 6 x 0.81 x 9 inches
  • Best Sellers Rank: #354,519 in Books (See Top 100 in Books)
  • Customer Reviews:
    4.7 out of 5 stars (32)

About the author

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Tim Roughgarden

Tim Roughgarden

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Tim Roughgarden is a Professor of Computer Science at Columbia University. Prior to joining Columbia, he spent 15 years on the computer science faculty at Stanford, following a PhD at Cornell and a postdoc at UC Berkeley. His research interests include the many connections between computer science and economics, as well as the design, analysis, applications, and limitations of algorithms. For his research, he has been awarded the ACM Grace Murray Hopper Award, the Presidential Early Career Award for Scientists and Engineers (PECASE), the Kalai Prize in Computer Science and Game Theory, the Social Choice and Welfare Prize, the Mathematical Programming Society's Tucker Prize, and the EATCS-SIGACT Gödel Prize. He was an invited speaker at the 2006 International Congress of Mathematicians, the Shapley Lecturer at the 2008 World Congress of the Game Theory Society, and a Guggenheim Fellow in 2017. His books include Twenty Lectures on Algorithmic Game Theory (2016) and the Algorithms Illuminated book series (2017-2019).

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