Introduction to Property Testing (Hardcover)

Property testing is concerned with the design of super-fast algorithms for the structural analysis of large quantities of data. The aim is to unveil global features of the data, such as determining whether the data has a particular property or estimating global parameters. Remarkably, it is possible for decisions to be made by accessing only a small portion of the data. Property testing focuses on properties and parameters that go beyond simple statistics. This book provides an extensive and authoritative introduction to property testing. It provides a wide range of algorithmic techniques for the design and analysis of tests for algebraic properties, properties of Boolean functions, graph properties, and properties of distributions.

General

Imprint:	Cambridge UniversityPress
Country of origin:	United Kingdom
Release date:	November 2017
Authors:	Oded Goldreich
Dimensions:	259 x 182 x 30mm (L x W x T)
Format:	Hardcover
Pages:	468
ISBN-13:	978-1-107-19405-2
Categories:	Books > Computing & IT > General theory of computing > Mathematical theory of computation Books > Computing & IT > General theory of computing > Data structures Books > Computing & IT > Computer programming > Algorithms & procedures Promotions
LSN:	1-107-19405-9
Barcode:	9781107194052

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