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Algorithmic Randomness and Complexity
Language: en
Pages: 883
Authors: Rodney G. Downey
Categories: Computers
Type: BOOK - Published: 2010-10-29 - Publisher: Springer Science & Business Media

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Computability and complexity theory are two central areas of research in theoretical computer science. This book provides a systematic, technical development of
Kolmogorov Complexity and Algorithmic Randomness
Language: en
Pages: 534
Authors: A. Shen
Categories: Computers
Type: BOOK - Published: 2017-11-02 - Publisher: American Mathematical Soc.

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Looking at a sequence of zeros and ones, we often feel that it is not random, that is, it is not plausible as an outcome of fair coin tossing. Why? The answer i
An Introduction to Kolmogorov Complexity and Its Applications
Language: en
Pages: 655
Authors: Ming Li
Categories: Mathematics
Type: BOOK - Published: 2013-03-09 - Publisher: Springer Science & Business Media

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Briefly, we review the basic elements of computability theory and prob ability theory that are required. Finally, in order to place the subject in the appropria
Computability and Randomness
Language: en
Pages: 450
Authors: André Nies
Categories: Mathematics
Type: BOOK - Published: 2012-03-29 - Publisher: OUP Oxford

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The interplay between computability and randomness has been an active area of research in recent years, reflected by ample funding in the USA, numerous workshop
Algorithmic Learning in a Random World
Language: en
Pages: 344
Authors: Vladimir Vovk
Categories: Computers
Type: BOOK - Published: 2005-03-22 - Publisher: Springer Science & Business Media

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Algorithmic Learning in a Random World describes recent theoretical and experimental developments in building computable approximations to Kolmogorov's algorith
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