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arxiv: 1005.2254 · v9 · pith:HMDDDOI3new · submitted 2010-05-13 · 💻 cs.IT · cs.CC· math.IT

On Universal Complexity Measures

classification 💻 cs.IT cs.CCmath.IT
keywords stringuniversalcomplexitygrouprepresentationbinaryclassifiedcovering
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We relate the computational complexity of finite strings to universal representations of their underlying symmetries. First, Boolean functions are classified using the universal covering topologies of the circuits which enumerate them. A binary string is classified as a fixed point of its automorphism group; the irreducible representation of this group is the string's universal covering group. Such a measure may be used to test the quasi-randomness of binary sequences with regard to first-order set membership. Next, strings over general alphabets are considered. The complexity of a general string is given by a universal representation which recursively factors the codeword number associated with a string. This is the complexity of the representation recursively decoding a Godel number having the value of the string; the result is a tree of prime numbers which forms a universal representation of the string's group symmetries.

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