Completeness and Reduction in Algebraic Complexity Theory

106.99 €

Order
Completeness and Reduction in Algebraic Complexity Theory
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.

More from the series "Algorithms and Computation in Mathematics"

More books by Peter Bürgisser

Log in to get access to this book and to automatically save your books and your progress.

Purchase this book or upgrade to dav Pro to read this book.

When you buy this book, you can access it regardless of your plan. You can also download the book file and read it in another app or on an Ebook reader.

80 % of the price goes directly to the author.

ISBN: 9783540667520

Language: English

Publication date: 21.06.2000

Number of pages: 168

Our shipping costs are a flat rate of €2.50, regardless of the order.
Currently, we only ship within Germany.

Shipping is free for PocketLib Pro users.

An error occured. Please check your internet connection or try it again later.