TY  - BOOK
AU  - Goldreich,Oded
TI  - Introduction to property testing
SN  - 9781108135252 (ebook)
AV  - QA76.9.A43 G655 2018
U1  - 005.1 23
PY  - 2018///
CY  - Cambridge
PB  - Cambridge University Press
KW  - Computer algorithms
KW  - Structural analysis (Engineering)
N1  - Title from publisher's bibliographic system (viewed on 17 Nov 2017)
N2  - 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
UR  - https://doi.org/10.1017/9781108135252
ER  -