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...

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Bibliographic Details
Main Authors: Soler−Toscano, F, Zenil, H, Delahaye, J, Gauvrit, N
Format: Journal article
Published: Public Library of Science 2014