Computational Complexity and Property Testing

£74.50

Computational Complexity and Property Testing

On the Interplay Between Randomness and Computation

Information theory Probability and statistics Computer hardware Algorithms and data structures Applied computing Mathematical theory of computation Maths for computer scientists Artificial intelligence

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Collection: Lecture Notes in Computer Science

Language: English

Published by: Springer

Published on: 3rd April 2020

Format: LCP-protected ePub

Size: 28 Mb

ISBN: 9783030436629


This volume contains a collection of studies in the areas of complexity theory and property testing. The 21 pieces of scientific work included were conducted at different times, mostly during the last decade. Although most of these works have been cited in the literature, none of them was formally published before.

Within complexity theory the topics include constant-depth Boolean circuits, explicit construction of expander graphs, interactive proof systems, monotone formulae for majority, probabilistically checkable proofs (PCPs), pseudorandomness, worst-case to average-case reductions, and zero-knowledge proofs.

Within property testing the topics include distribution testing, linearity testing, lower bounds on the query complexity (of property testing), testing graph properties, and tolerant testing. A common theme in this collection is the interplay between randomness and computation.

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