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arxiv: cs/0701123 · v3 · submitted 2007-01-19 · 💻 cs.CC · cs.IT· math.IT

Feasible Depth

classification 💻 cs.CC cs.ITmath.IT
keywords depthdeeppolynomial-timesequencesformulationslanguageshallowanalogue
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This paper introduces two complexity-theoretic formulations of Bennett's logical depth: finite-state depth and polynomial-time depth. It is shown that for both formulations, trivial and random infinite sequences are shallow, and a slow growth law holds, implying that deep sequences cannot be created easily from shallow sequences. Furthermore, the E analogue of the halting language is shown to be polynomial-time deep, by proving a more general result: every language to which a nonnegligible subset of E can be reduced in uniform exponential time is polynomial-time deep.

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