Analysis of Boolean Functions 布尔函数分析 Ryan O'Donnell 精装

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作者Ryan O'Donnell

出版社Cambridge University Press

ISBN9781107038325

出版时间1990-12

装帧精装

定价849元

货号YB-71142

上书时间2024-03-28

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Boolean functions are perhaps the most basic objects of study in theoretical computer science. They also arise in other areas of mathematics, including combinatorics, statistical physics, and mathematical social choice. The field of analysis of Boolean functions seeks to understand them via their Fourier transform and other analytic methods. This text gives a thorough overview of the field, beginning with the most basic definitions and proceeding to advanced topics such as hypercontractivity and isoperimetry. Each chapter includes a “highlight application” such as Arrow's theorem from economics, the Goldreich-Levin algorithm from cryptography/learning theory, H?stad's NP-hardness of approximation results, and “sharp threshold” theorems for random graph properties. The book includes roughly 450 exercises and can be used as the basis of a one-semester graduate course. It should appeal to advanced undergraduates, graduate students, and researchers in computer science theory and related mathematical fields.

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