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Algorithmic Randomness and Complexity 290 pages - hardback Springer-Verlag New York Inc. - (isbn 0-387-95567-4) Jun. 2004 |
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| Price: |
74,82 EUR
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| Author(s): |
Downey, Rod (Victoria University of Wellington, New Zealand) / Hirschfeldt, Denis
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| Description: |
This
book is concerned with the theory of computability and complexity over
the real numbers. This theory was initiated by Turing, Grzegorczyk,
Lacombe, Banach, and Mazur and has seen rapid growth in recent years.
Computability and complexity theory are two central areas of research
in theoretical computer science. Until recently, most work in these
areas concentrated on problems over discrete structures, but there has
been enormous growth of computability theory and complexity theory over
the real numbers and other continuous structures, especially
incorporating concepts of"randomness". One reason for this growth is
that more and more computation problems over the real numbers are being
dealt with by computer scientists - in computational geometry and in
the modeling of dynamical and hybrid systems. Scientists working on
these questions come from such diverse fields as theoretical computer
science, domain theory, logic, constructive mathematics, computer
arithmetic, numerical mathematics, and analysis. An essential resource
for all researchers in theoretical computer science, logic,
computability theory and complexity.
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| Contents List: |
*Background
in computability * Randomness for finite strings *Randomness for reals
* Computability enumerable reals * Randomness for computably enumerable
reals * Relative randomness * Triviality *Schnorr randomness * Other
randomness concepts * Lowness * Resourcebounded analogs *
Lutz-Mayorodomo-Ambos-Spies material * Index
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| Illustrations etc.: |
40 illustrations
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| Publisher: | Springer-Verlag New York Inc. | |||||||
| Springer-Verlag | ||||||||