Umfang:
1 Online-Ressource (xxv, 445 Seiten) :
,
Illustrationen, Diagramme.
ISBN:
978-1-108-13525-2
Inhalt:
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
Weitere Ausg.:
Erscheint auch als Druck-Ausgabe, Hardcover ISBN 978-1-107-19405-2
Sprache:
Englisch
Fachgebiete:
Informatik
Schlagwort(e):
Theoretische Informatik
;
Randomisierter Algorithmus
;
Entscheidungsfindung
;
Approximationsalgorithmus
;
Großes Datenbanksystem
;
Datensatz
;
Testen
DOI:
10.1017/9781108135252
URL:
Volltext
(URL des Erstveröffentlichers)
Mehr zum Autor:
Goldreich, Oded 1957-
