Introduction To Property Testing
Oded Goldreich
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.
Կատեգորիաներ:
Տարի:
2017
Հրատարակում:
Hardcover
Հրատարակչություն:
Cambridge University Press
Լեզու:
english
Էջեր:
468
ISBN 10:
1107194059
ISBN 13:
9781107194052
Ֆայլ:
PDF, 4.75 MB
IPFS:
,
english, 2017