An Application of Martin-Löf Randomness to Effective Probability Theory
Identifieur interne : 003474 ( Main/Exploration ); précédent : 003473; suivant : 003475An Application of Martin-Löf Randomness to Effective Probability Theory
Auteurs : Mathieu Hoyrup [France] ; Cristobal Rojas [France]Source :
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Abstract
In this paper we provide a framework for computable analysis of measure, probability and integration theories. We work on computable metric spaces with computable Borel probability measures. We introduce and study the framework of layerwise computability which lies on Martin-Löf randomness and the existence of a universal randomness test. We then prove characterizations of effective notions of measurability and integrability in terms of layerwise computability. On the one hand it gives a simple way of handling effective measure theory, on the other hand it provides powerful tools to study Martin-Löf randomness, as illustrated in a sequel paper.
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DOI: 10.1007/978-3-642-03073-4
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We work on computable metric spaces with computable Borel probability measures. We introduce and study the framework of layerwise computability which lies on Martin-Löf randomness and the existence of a universal randomness test. We then prove characterizations of effective notions of measurability and integrability in terms of layerwise computability. On the one hand it gives a simple way of handling effective measure theory, on the other hand it provides powerful tools to study Martin-Löf randomness, as illustrated in a sequel paper.</div></front></TEI><affiliations><list><country><li>France</li></country><region><li>Grand Est</li><li>Lorraine (région)</li></region><settlement><li>Metz</li><li>Nancy</li></settlement><orgName><li>Université de Lorraine</li></orgName></list><tree><country name="France"><region name="Grand Est"><name sortKey="Hoyrup, Mathieu" sort="Hoyrup, Mathieu" uniqKey="Hoyrup M" first="Mathieu" last="Hoyrup">Mathieu Hoyrup</name></region><name sortKey="Rojas, Cristobal" sort="Rojas, Cristobal" uniqKey="Rojas C" first="Cristobal" last="Rojas">Cristobal Rojas</name></country></tree></affiliations></record>Pour manipuler ce document sous Unix (Dilib)
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