Calculating Kolmogorov complexity from the output frequency distributions of small Turing machines
Drawing on various notions from theoretical computer science, we present a novel numerical approach, motivated by the notion of algorithmic probability, to the problem of approximating the Kolmogorov-Chaitin complexity of short strings. The method is an alternative to the traditional lossless compre...
Main Authors: | , , , |
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Format: | Journal article |
Published: |
Public Library of Science
2014
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