Scaled dimension and nonuniform complexity
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Generic density and small span theorem
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Scaled dimension and nonuniform complexity
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Abstract: In this paper we investigate effective versions of Hausdorff dimension which have been recently introduced by Lutz. We focus on dimension in the class E of sets computable in linear exponential time. We determine the dimension of various classes related to fundamental structural properties including different types of autoreducibility and immunity. By a new general invariance theorem for resource-bounded dimension we show that the class of p-m- complete sets for E has dimension 1 in E . Moreover, we show that there are p-m-lower spans in E of dimension {\cal H} (\beta )for any rational \beta between 0 and 1 ,where {\cal H}(\beta) is the binary entropy function. This leads to a new general completeness notion for E that properly extends Lutz's concept of weak completeness. Finally we characterize resource-bounded dimension in terms of martingales with restricted betting ratios and in terms of prediction functions.