Introduction to Property Testing

Oded Goldreich

  • 出版商: Cambridge
  • 出版日期: 2017-11-23
  • 售價: $3,930
  • 貴賓價: 9.5$3,734
  • 語言: 英文
  • 頁數: 468
  • 裝訂: Hardcover
  • ISBN: 1107194059
  • ISBN-13: 9781107194052
  • 海外代購書籍(需單獨結帳)

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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.