ENGLISH

Introduction To Property Testing

By Oded Goldreich

Book information

Publisher
Cambridge University Press
Year
2017
ISBN
1107194059, 9781107194052
Language
english
Format
PDF
Filesize
5 MB (4979501 bytes)
Edition
Hardcover
Pages
468\469
Time added
2019-07-27 14:01:25
DataProperty Testingstructural analysis

Description

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.

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