عنوان
پدید آورنده
موضوع
رده
QA76.9.A43 G655 2018
QA76
.
9
.
A43
G655
2018
کتابخانه
محل استقرار
INTERNATIONAL STANDARD BOOK NUMBER
(Number (ISBN
1108135250
(Number (ISBN
9781108135252
Erroneous ISBN
1107194059
Erroneous ISBN
9781107194052
TITLE AND STATEMENT OF RESPONSIBILITY
Title Proper
Introduction to property testing /
General Material Designation
[Book]
First Statement of Responsibility
Oded Goldreich, Weizmann Institute of Science, Israel.
.PUBLICATION, DISTRIBUTION, ETC
Place of Publication, Distribution, etc.
New York, NY, USA :
Name of Publisher, Distributor, etc.
Cambridge University Press,
Date of Publication, Distribution, etc.
2017.
Date of Publication, Distribution, etc.
©2017
PHYSICAL DESCRIPTION
Specific Material Designation and Extent of Item
1 online resource (xxv, 445 pages)
INTERNAL BIBLIOGRAPHIES/INDEXES NOTE
Text of Note
Includes bibliographical references and index.
CONTENTS NOTE
Text of Note
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
SUMMARY OR ABSTRACT
Text of Note
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.
OTHER EDITION IN ANOTHER MEDIUM
Title
Introduction to property testing
International Standard Book Number
9781107194052
TOPICAL NAME USED AS SUBJECT
Computer algorithms.
Structural analysis (Engineering)
Computer algorithms.
Structural analysis (Engineering)
DEWEY DECIMAL CLASSIFICATION
Number
005
.
1
Edition
23
LIBRARY OF CONGRESS CLASSIFICATION
Class number
QA76
.
9
.
A43
Book number
G655
2018
PERSONAL NAME - PRIMARY RESPONSIBILITY
Goldreich, Oded
ORIGINATING SOURCE
Date of Transaction
20200822150331.0
Cataloguing Rules (Descriptive Conventions))
pn
ELECTRONIC LOCATION AND ACCESS
Electronic name
مطالعه متن کتاب [Book]
Y
