عنوان
پدید آورنده
موضوع
رده
QA76.9.A43 G655 2018
QA76
.
9
.
A43
G655
2018
کتابخانه
محل استقرار
1108135250
9781108135252
1107194059
9781107194052
Introduction to property testing /
[Book]
Oded Goldreich, Weizmann Institute of Science, Israel.
New York, NY, USA :
Cambridge University Press,
2017.
©2017
1 online resource (xxv, 445 pages)
Includes bibliographical references and index.
The main themes: approximate decision and sublinear complexity -- Testing linearity (group homomorphism) -- Low-degree tests -- Testing monotonicity -- Testing dictatorships, juntas, and monomials -- Testing by implicit sampling -- Lower bounds techniques -- Testing graph properties in the dense graph model -- Testing graph properties in the bounded-degree graph models -- Testing graph properties in the general graph model -- Testing properties of distributions -- Ramifications and related topics -- Locally testable codes and proofs.
0
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.
Introduction to property testing
9781107194052
Computer algorithms.
Structural analysis (Engineering)
Computer algorithms.
Structural analysis (Engineering)
005
.
1
23
QA76
.
9
.
A43
G655
2018
Goldreich, Oded
20200822150331.0
pn
مطالعه متن کتاب [Book]
Y
