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A unifying framework for continuity and complexity in higher types

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arxiv 1906.10719 v4 pith:DKQNIDNU submitted 2019-06-25 cs.LO cs.PLmath.LO

classification cs.LOcs.PLmath.LO
keywords complexitycontinuitymathbbframeworktranslationunifyingbringsby-product
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abstract

We set up a parametrised monadic translation for a class of call-by-value functional languages, and prove a corresponding soundness theorem. We then present a series of concrete instantiations of our translation, demonstrating that a number of fundamental notions concerning higher-order computation, including termination, continuity and complexity, can all be subsumed into our framework. Our main goal is to provide a unifying scheme which brings together several concepts which are often treated separately in the literature. However, as a by-product, we also obtain (i) a method for extracting moduli of continuity for closed functionals of type $(\mathbb{N}\to\mathbb{N})\to\mathbb{N}$ definable in (extensions of) System T, and (ii) a characterisation of the time complexity of bar recursion.

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  1. A Gentzen-style monadic translation of G\"odel's System T

    cs.LO 2019-08 conditional novelty 6.0 of 10

    A single Gentzen-style monadic translation of System T, parameterized by a nucleus, derives majorizability, continuity, and bar recursion for all T-definable functionals.

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