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Let Φ be any abstract measure of computational complexity, and let L denote the specific measure of memory resource (tape) on one tape Turing machines. Denote by Rt () Φ the class of all total functions whose Φ-complexity is bounded by the function t () almost everywhere. Call such classes Φ-complexity classes. We are interested in relationships among these classes, under proper set inclusion (⊂). In other words, we are interested in the partially ordered structure ≪ ΣΦ, ⊆ ≫ where ΣΦ = Rt () Φ|t () is recursive is called the family of Φ-complexity classes. Of special interest is the subfamily ΩΦ = RΦi () Φ | Φi () is total, called the family of exact Φ-complexity classes. We show that ΣL and ΩL are dense under ⊂ for sufficiently large bounds t (), but ΩL is not dense in ΣL. We also construct measures Φ for which ΣΦ and ΩΦ are non-dense, for which ΣΦ is dense but ΩΦ is not, for which ΩΦ is dense but ΣΦ is not and for which ΩΦ is dense in ΣΦ. Thus density is not a measure invariant property of ΣΦ or ΩΦ. These are the first examples of important structural properties of these families which are not measure invariant.
Borodin et al. (Wed,) studied this question.
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