GAME THEORY AND MECHANISM DESIGN
暫譯: 博弈論與機制設計
Y Narahari
- 出版商: World Scientific Pub
- 出版日期: 2014-05-24
- 售價: $7,680
- 貴賓價: 9.5 折 $7,296
- 語言: 英文
- 頁數: 532
- 裝訂: Hardcover
- ISBN: 9814525049
- ISBN-13: 9789814525046
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商品描述
The importance of the discipline of game theory has been recognized through numerous Nobel prizes in economic sciences being awarded to game theorists, including the 2005, 2007, and 2012 prizes. The book distills the marvelous contributions of these and other celebrated game theorists and presents it in a way that can be easily understood even by senior undergraduate students.
A unique feature of the book is its detailed coverage of mechanism design which is the art of designing a game among strategic agents so that a social goal is realized in an equilibrium of the induced game. Another feature is a large number of illustrative examples that are representative of both classical and modern applications of game theory and mechanism design. The book also includes informative biographical sketches of game theory legends, and is specially customized to a general engineering audience.
After a thorough reading of this book, readers would be able to apply game theory and mechanism design in a principled and mature way to solve relevant problems in computer science (esp, artificial intelligence/machine learning), computer engineering, operations research, industrial engineering and microeconomics.
Readership: Researchers, academics, postgraduate students in AI/machine learning, computer engineering, operations research, industrial engineering and microeconomics.
商品描述(中文翻譯)
本書提供了一個自給自足的工具,遊戲理論與機制設計,來建模、分析和解決涉及多個自主代理的集中式及去中心化設計問題,這些代理以理性和智能的方式進行戰略互動。本書的內容提供了遊戲理論和機制設計理論的堅實基礎,清楚地表現出傳統及新興經濟應用背後的「科學」。
遊戲理論這一學科的重要性已通過多次諾貝爾經濟學獎的頒發而得到認可,包括2005年、2007年和2012年的獎項。本書提煉了這些及其他著名遊戲理論家的卓越貢獻,並以易於理解的方式呈現,即使是高年級本科生也能輕鬆掌握。
本書的一個獨特特點是對機制設計的詳細介紹,這是設計一個戰略代理之間的遊戲的藝術,以便在誘導的遊戲的均衡中實現社會目標。另一個特點是大量的示例,這些示例代表了遊戲理論和機制設計的經典及現代應用。本書還包括了遊戲理論傳奇人物的資訊性傳記,並特別針對一般工程讀者進行定制。
在徹底閱讀本書後,讀者將能夠以原則性和成熟的方式應用遊戲理論和機制設計來解決計算機科學(特別是人工智慧/機器學習)、計算機工程、運籌學、工業工程和微觀經濟學中的相關問題。
讀者對象:研究人員、學者、人工智慧/機器學習、計算機工程、運籌學、工業工程和微觀經濟學的研究生。