Algorithmic Randomness and Complexity by Rodney G Downey

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Summary

The theory of algorithmic randomness uses tools from computability theory and algorithmic information theory to address questions such as these. It will be of interest to researchers and students in computability theory, algorithmic information theory, and theoretical computer science.

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Algorithmic Randomness and Complexity by Rodney G Downey

Computability and complexity theory are two central areas of research in theoretical computer science. This book provides a systematic, technical development of algorithmic randomness and complexity for scientists from diverse fields.

From the reviews:

“Develops the prerequisites to algorithmic randomness: computability theory and Kolmogorov complexity… Studying these … one should be able to proceed in the area with confidence. A draft of the book under review has been circulating for years and the reviewer found it to be the best source when attempting to conduct research in the area … . It is advantageous for the future of the area of algorithmic randomness that these two books were published at the cusp of a period of great activity.” (Bjørn Kjos-Hanssen, Mathematical Reviews, Issue 2012 g)

“A thorough and systematic study of algorithmic randomness, this long-awaited work is an irreplaceable source of well-presented classic and new results for advanced undergraduate and graduate students, as well as researchers in the field and related areas. The book joins a select number of books in this category.” (Hector Zenil, ACM Computing Reviews, October, 2011)

SKU Unavailable
ISBN 13 9781493938209
ISBN 10 1493938207
Title Algorithmic Randomness and Complexity
Author Rodney G Downey
Series Theory And Applications Of Computability
Condition Unavailable
Binding Type Paperback
Publisher Springer-Verlag New York Inc.
Year published 2016-08-23
Number of pages 855
Cover note Book picture is for illustrative purposes only, actual binding, cover or edition may vary.