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Asymmetry of the Kolmogorov complexity of online predicting odd and even bits

Published 15 Jul 2013 in cs.IT and math.IT | (1307.4007v3)

Abstract: Symmetry of information states that C(x)+C(yx)=C(x,y)+O(logC(x))C(x) + C(y|x) = C(x,y) + O(\log C(x)). We show that a similar relation for online Kolmogorov complexity does not hold. Let the even (online Kolmogorov) complexity of an n-bitstring x1x2...xnx_1x_2... x_n be the length of a shortest program that computes x2x_2 on input x1x_1, computes x4x_4 on input x1x2x3x_1x_2x_3, etc; and similar for odd complexity. We show that for all n there exist an n-bit x such that both odd and even complexity are almost as large as the Kolmogorov complexity of the whole string. Moreover, flipping odd and even bits to obtain a sequence x2x1x4x3x_2x_1x_4x_3\ldots, decreases the sum of odd and even complexity to C(x)C(x).

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