An Introduction to Kolmogorov Complexity and Its Applications
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 distance* The similarity metric with applications to genomics, phylogeny,…
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Produktdetails
Weitere Autoren: Vitányi, Paul M. B.
- ISBN: 978-1-4899-8445-6
- EAN: 9781489984456
- Produktnummer: 17333663
- Verlag: Springer New York
- Sprache: Englisch
- Erscheinungsjahr: 2014
- Seitenangabe: 820 S.
- Masse: H25.6 cm x B17.4 cm x D4.5 cm 1'439 g
- Auflage: 3rd ed. 2008
- Abbildungen: Paperback
- Gewicht: 1439
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