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Algorithmic Randomness and Complexity
290 pages - hardback
Springer-Verlag New York Inc. - (isbn 0-387-95567-4)
Jun. 2004


 
  Price:     74,82 EUR
   
  Author(s):     Downey, Rod (Victoria University of Wellington, New Zealand) / Hirschfeldt, Denis
   
  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.
   
  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
   
  Illustrations etc.:     40 illustrations

   
  Publisher:     Springer-Verlag New York Inc.    
        Springer-Verlag