Computability and Randomness

£26.59

Computability and Randomness

Philosophy of mathematics Mathematical logic Set theory Maths for computer scientists Computer architecture and logic design

Author: Andre Nies

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Collection: Oxford Logic Guides

Language: English

Published by: OUP Oxford

Published on: 29 March 2012

Format: LCP-protected ePub

ISBN: 9780191627880


Introduction

The interplay between computability and randomness has been an active area of research in recent years, reflected by ample funding in the USA, numerous workshops, and publications on the subject.

The complexity and the randomness aspect of a set of natural numbers are closely related. Traditionally, computability theory is concerned with the complexity aspect. However, computability theoretic tools can also be used to introduce mathematical counterparts for the intuitive notion of randomness of a set.

Recent research shows that, conversely, concepts and methods originating from randomness enrich computability theory.

Topics Covered

The book covers topics such as lowness and highness properties, Kolmogorov complexity, betting strategies and higher computability.

Both the basics and recent research results are described, providing a very readable introduction to the exciting interface of computability and randomness for graduates and researchers in computability theory, theoretical computer science, and measure theory.

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