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An Introduction to Kolmogorov Complexity and Its Applications - Hardcover

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The book is outstanding and admirable in many respects. ... is necessary reading for all kinds of readers from undergraduate students to top authorities in the field. Journal of Symbolic Logic

Written by two experts in the field, this is the only comprehensive and unified treatment of the central ideas and applications of Kolmogorov complexity. The book presents a thorough treatment of the subject with a wide range of illustrative...

From the Back Cover

This ongoing bestseller, now in its third edition, is considered the standard reference on Kolmogorov complexity, a modern theory of information that is concerned with information in individual objects.

New key features and topics in the 3rd edition:

* New results on randomness

* Kolmogorov's structure function, model selection, and MDL

* Incompressibility method: counting unlabeled graphs, Shellsort, communication complexity

* Derandomization

* Kolmogorov complexity versus Shannon information, rate distortion, lossy compression, denoising

* Theoretical results on information...

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  • PublisherSpringer-Nature New York Inc
  • Publication date2009
  • ISBN 10 0387339981
  • ISBN 13 9780387339986
  • BindingHardcover
  • LanguageEnglish
  • Edition number3
  • Number of pages790
  • Rating
    • 4.12 out of 5 stars
      34 ratings by Goodreads

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Li, Ming, Vitanyi, Paul M. B.
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ISBN 10: 0387339981 ISBN 13: 9780387339986
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