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Introduction to Property Testing

Introduction to Property Testing

Hardcover

Programming

ISBN10: 1107194059
ISBN13: 9781107194052
Publisher: Cambridge
Published: Nov 23 2017
Pages: 468
Weight: 2.16
Height: 1.21 Width: 7.35 Depth: 10.53
Language: English
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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