Kurtz randomness is a notion of algorithmic randomness for real numbers. In particular a real a is called Kurtz random (or weakly random) iff it is contained in every computably enumerable set U of (Lebesgue) measure 1. We prove a number of characterizations of this notion, relating it to other notions of randomness such as the well-known notions of computable randomness, Martin-Lof randomness and Schnorr randomness. For the first time we give machine characterizations of Kurtz randomness. Whereas the Turing degree of every Martin-Lof random c.e. real is the complete degree, and the degrees of Schnorr random c.e. reals are all high, we show that Kurtz random c.e. reals occur in every non-zero c.e. degree. Additionally, we show that the sets that are low for Kurtz randomness are all hyperimmune and include those that are low for Schnorr randomness, characterized previously by Terwijn and Zambella. (C) 2004 Elsevier B.V. All rights reserved.
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Univ Porto, Fac Ciencias, P-4169007 Oporto, Portugal
Inst Telecomunicacoes, P-4169007 Oporto, PortugalUniv Porto, Fac Ciencias, P-4169007 Oporto, Portugal
Antunes, Luis
Matos, Armando
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Univ Porto, Fac Ciencias, P-4169007 Oporto, Portugal
LIACC, P-4169007 Oporto, PortugalUniv Porto, Fac Ciencias, P-4169007 Oporto, Portugal
Matos, Armando
Souto, Andre
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Univ Porto, Fac Ciencias, P-4169007 Oporto, Portugal
Inst Telecomunicacoes, P-4169007 Oporto, PortugalUniv Porto, Fac Ciencias, P-4169007 Oporto, Portugal
Souto, Andre
Vitanyi, Paul
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Univ Amsterdam, Dept Comp Sci, Amsterdam, NetherlandsUniv Porto, Fac Ciencias, P-4169007 Oporto, Portugal
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Univ Salerno, Dipartimento Informat & Applicaz, I-84081 Baronissi, SA, ItalyUniv Salerno, Dipartimento Informat & Applicaz, I-84081 Baronissi, SA, Italy
De Bonis, A
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De Santis, A
STACS 2000: 17TH ANNUAL SYMPOSIUM ON THEORETICAL ASPECT OF COMPUTER SCIENCE,
2000,
1770
: 626
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638