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On the logical depth function

Published 18 Jan 2013 in cs.CC | (1301.4451v2)

Abstract: For a finite binary string xx its logical depth dd for significance bb is the shortest running time of a program for xx of length K(x)+bK(x)+b. There is another definition of logical depth. We give a new proof that the two versions are close. There is an infinite sequence of strings of consecutive lengths such that for every string there is a bb such that incrementing bb by 1 makes the associated depths go from incomputable to computable. The maximal gap between depths resulting from incrementing appropriate bb's by 1 is incomputable. The size of this gap is upper bounded by the Busy Beaver function. Both the upper and the lower bound hold for the depth with significance 0. As a consequence, the minimal computation time of the associated shortest programs rises faster than any computable function but not so fast as the Busy Beaver function.

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