Artículos relacionados a Analysis of Boolean Functions

Analysis of Boolean Functions - Tapa dura

O'Donnell, Ryan; O’Donnell, Ryan

 
9781107038325: Analysis of Boolean Functions
Tapa dura
ISBN 10: 1107038324 ISBN 13: 9781107038325
Editorial: Cambridge University Press, 2014

Sinopsis

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, Håstad'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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Acerca del autor

Ryan O'Donnell is an Associate Professor in the Computer Science Department at Carnegie Mellon University.

"Sobre este título" puede pertenecer a otra edición de este libro.

Editorial
Cambridge University Press
Año de publicación
2014
Idioma
Inglés
ISBN 10 
1107038324
ISBN 13 
9781107038325
Encuadernación
Tapa dura
Número de páginas
444
Contacto del fabricante
no disponible
Persona responsable
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