[Download] "Introduction to Property Testing" by Oded Goldreich * Book PDF Kindle ePub Free

eBook details

Title: Introduction to Property Testing
Author : Oded Goldreich
Release Date : January 24, 2017
Genre: Computers,Books,Computers & Internet,
Pages : * pages
Size : 96885 KB

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.