Randomness for computable measures and initial segment complexity
被引:3
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作者:
Hoelzl, Rupert
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机构:
Univ Bundeswehr Munchen, Fac Comp Sci, Inst 1, Werner Heisenberg Weg 39, D-85577 Neubiberg, GermanyUniv Bundeswehr Munchen, Fac Comp Sci, Inst 1, Werner Heisenberg Weg 39, D-85577 Neubiberg, Germany
Hoelzl, Rupert
[1
]
Porter, Christopher P.
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机构:
Drake Univ, Dept Math & Comp Sci, Des Moines, IA 50311 USAUniv Bundeswehr Munchen, Fac Comp Sci, Inst 1, Werner Heisenberg Weg 39, D-85577 Neubiberg, Germany
Porter, Christopher P.
[2
]
机构:
[1] Univ Bundeswehr Munchen, Fac Comp Sci, Inst 1, Werner Heisenberg Weg 39, D-85577 Neubiberg, Germany
[2] Drake Univ, Dept Math & Comp Sci, Des Moines, IA 50311 USA
We study the possible growth rates of the Kolmogorov complexity of initial segments of sequences that are random with respect to some computable measure on 2(omega) the so-called proper sequences. Our main results are as follows: (1) We show that the initial segment complexity of a proper sequence X is bounded from below by a computable function (that is, X is complex) if and only if X is random with respect to some computable, continuous measure. (2) We prove that a uniform version of the previous result fails to hold: there is a family of complex sequences that are random with respect to a single computable measure such that for every computable, continuous measure mu, some sequence in this family fails to be random with respect to mu. (3) We show that there are proper sequences with extremely slow-growing initial segment complexity, that is, there is a proper sequence the initial segment complexity of which is infinitely often below every computable function, and even a proper sequence the initial segment complexity of which is dominated by all computable functions. (4) We prove various facts about the Turing degrees of such sequences and show that they are useful in the study of certain classes of pathological measures on 2(omega), namely diminutive measures and trivial measures. (C) 2016 Elsevier B.V. All rights reserved.
机构:
Univ Calif Davis, Complex Sci Ctr, Davis, CA 95616 USA
Univ Calif Davis, Dept Phys, Davis, CA 95616 USA
Santa Fe Inst, Santa Fe, NM 87501 USAUniv Calif Davis, Complex Sci Ctr, Davis, CA 95616 USA
Crutchfield, James P.
Machta, Jon
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机构:
Santa Fe Inst, Santa Fe, NM 87501 USA
Univ Massachusetts, Dept Phys, Amherst, MA 01003 USAUniv Calif Davis, Complex Sci Ctr, Davis, CA 95616 USA