| 000 | 02244nam a22002057a 4500 | ||
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| 999 |
_c227 _d227 |
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| 005 | 20190831121337.0 | ||
| 008 | 190831b ||||| |||| 00| 0 eng d | ||
| 020 | _a9781316624791 | ||
| 082 |
_a519.3 _bROU |
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| 100 |
_aRoughgarden, Tim _9852 |
||
| 245 | _aTwenty lectures on algorithmic game theory | ||
| 260 |
_bCambridge University Press _aCambridge _c2016 |
||
| 300 | _axiii, 341 p. | ||
| 365 |
_aGBP _b24.99 |
||
| 504 | _aTable of Contents 1. Introduction and examples 2. Mechanism design basics 3. Myerson's Lemma 4. Algorithmic mechanism design 34 5. Revenue-maximizing auctions 6. Simple near-optimal auctions 7. Multi-parameter mechanism design 8. Spectrum auctions 9. Mechanism design with payment constraints 10. Kidney exchange and stable matching 11. Selfish routing and the price of anarchy 12. Network over-provisioning and atomic selfish routing 13. Equilibria: definitions, examples, and existence 14. Robust price-of-anarchy bounds in smooth games 15. Best-case and strong Nash equilibria 16. Best-response dynamics 17. No-regret dynamics 18. Swap regret and the Minimax theorem 19. Pure Nash equilibria and PLS-completeness 20. Mixed Nash equilibria and PPAD-completeness. | ||
| 520 | _aComputer 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. | ||
| 650 |
_aAlgorithms _9653 |
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| 650 |
_aGame theory _9853 |
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| 942 |
_2ddc _cBK |
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