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arxiv: 0709.0907 · v2 · submitted 2007-09-06 · 💻 cs.IT · math.IT

Computability of probability measures and Martin-Lof randomness over metric spaces

classification 💻 cs.IT math.IT
keywords computablemetricspaceprobabilityrandomnessspacescantormeasures
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In this paper we investigate algorithmic randomness on more general spaces than the Cantor space, namely computable metric spaces. To do this, we first develop a unified framework allowing computations with probability measures. We show that any computable metric space with a computable probability measure is isomorphic to the Cantor space in a computable and measure-theoretic sense. We show that any computable metric space admits a universal uniform randomness test (without further assumption).

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