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Completeness and Reduction in Algebraic Complexity Theory

Medium: Buch
ISBN: 978-3-642-08604-5
Verlag: Springer
Erscheinungstermin: 04.12.2010
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One of the most important and successful theories in computational complex ity is that of NP-completeness. This discrete theory is based on the Turing machine model and achieves a classification of discrete computational prob lems according to their algorithmic difficulty. Turing machines formalize al gorithms which operate on finite strings of symbols over a finite alphabet. By contrast, in algebraic models of computation, the basic computational step is an arithmetic operation (or comparison) of elements of a fixed field, for in stance of real numbers. Hereby one assumes exact arithmetic. In 1989, Blum, Shub, and Smale [12] combined existing algebraic models of computation with the concept of uniformity and developed a theory of NP-completeness over the reals (BSS-model). Their paper created a renewed interest in the field of algebraic complexity and initiated new research directions. The ultimate goal of the BSS-model (and its future extensions) is to unite classical dis crete complexity theory with numerical analysis and thus to provide a deeper foundation of scientific computation (cf. [11, 101]). Already ten years before the BSS-paper, Valiant [107, 110] had proposed an analogue of the theory of NP-completeness in an entirely algebraic frame work, in connection with his famous hardness result for the permanent [108]. While the part of his theory based on the Turing approach (#P-completeness) is now standard and well-known among the theoretical computer science com munity, his algebraic completeness result for the permanents received much less attention.


Produkteigenschaften


  • Artikelnummer: 9783642086045
  • Medium: Buch
  • ISBN: 978-3-642-08604-5
  • Verlag: Springer
  • Erscheinungstermin: 04.12.2010
  • Sprache(n): Englisch
  • Auflage: 1. Auflage. Softcover version of original hardcover Auflage 2000
  • Serie: Algorithms and Computation in Mathematics
  • Produktform: Kartoniert, Paperback
  • Gewicht: 289 g
  • Seiten: 168
  • Format (B x H x T): 156 x 234 x 11 mm
  • Ausgabetyp: Kein, Unbekannt
Autoren/Hrsg.

Autoren

1 Introduction.- 2 Valiant¿s Algebraic Model of NP-Completeness.- 3 Some Complete Families of Polynomials.- 4 Cook¿s versus Valiant¿s Hypothesis.- 5 The Structure of Valiant¿s Complexity Classes.- 6 Fast Evaluation of Representations of General Linear Groups.- 7 The Complexity of Immanants.- 8 Separation Results and Future Directions.- References.- List of Notation.