Introduction to property testing /
Goldreich, Oded,
Introduction to property testing / Oded Goldreich, Weizmann Institute of Science, Israel. - Cambridge : Cambridge University Press, 2018. - 1 online resource (xxv, 445 pages) : digital, PDF file(s).
Title from publisher's bibliographic system (viewed on 17 Nov 2017).
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.
9781108135252 (ebook)
Computer algorithms.
Structural analysis (Engineering)
QA76.9.A43 / G655 2018
005.1
Introduction to property testing / Oded Goldreich, Weizmann Institute of Science, Israel. - Cambridge : Cambridge University Press, 2018. - 1 online resource (xxv, 445 pages) : digital, PDF file(s).
Title from publisher's bibliographic system (viewed on 17 Nov 2017).
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.
9781108135252 (ebook)
Computer algorithms.
Structural analysis (Engineering)
QA76.9.A43 / G655 2018
005.1