Introduction to Property Testing

By:

Oded Goldreich

Format:

Hardback

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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.

Author Biography:

Oded Goldreich is Professor of Computer Science at the Weizmann Institute of Science and holds the Meyer W. Weisgal Professorial Chair. He has made numerous contributions to property testing and to the theory of computation at large. He is the author of several books, including the two-volume Foundations of Cryptography (Cambridge, Vol. 1 2008, Vol. 2 2009) and Computational Complexity: A Conceptual Perspective (Cambridge, 2008). He is an associate editor of the journal Computational Complexity, former editor of the Journal of Cryptology and SIAM Journal on Computing, and has been invited to speak at numerous conferences, including the 1994 International Congress of Mathematicians. Oded Goldreich was awarded the 2017 Donald E. Knuth prize for outstanding contributions to the foundation of computer science.

Release date NZ

November 23rd, 2017

Author

Oded Goldreich

Pages

468

Audience

Professional & Vocational

Illustrations

Worked examples or Exercises

Dimensions

182x259x30

ISBN-13

9781107194052

Product ID

26819958

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