Cambridge Catalog  
  • Your account
  • View basket
  • Help
Home > Catalog > Introduction to Property Testing
Introduction to Property Testing
AddThis

Details

  • Page extent: 400 pages
  • Size: 253 x 177 mm
  • Weight: 0.98 kg
Add to basket

Hardback

 (ISBN-13: 9781107194052)

Not yet published - available from November 2017

$89.99 (P)

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.

Contents

1. The main themes; 2. Testing lineriality; 3. Low degree tests; 4. Testing monotonicity; 5. Testing dictatorships, juntas, and monomials; 6. Testing by implicit sampling; 7. Lower bounds techniques; 8. Testing graph properties in the dense graph model; 9. Testing graph properties in the bounded-degree graph model; 10. Testing graph properties in the general graph model; 11. Testing properties of distributions; 12. Ramifications and related topics; 13. Locally testable codes and proofs.

printer iconPrinter friendly version AddThis