Bounded Queries in Recursion Theory

William Levine,Georgia Martin,Georgia Martin

Bounded Queries in Recursion Theory
Format
Hardback
Publisher
Birkhauser Boston Inc
Country
United States
Published
23 December 1998
Pages
353
ISBN
9780817639662

Bounded Queries in Recursion Theory

William Levine,Georgia Martin,Georgia Martin

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One of the major concerns of theoretical computer science is the classifi cation of problems in terms of how hard they are. The natural measure of difficulty of a function is the amount of time needed to compute it (as a function of the length of the input). Other resources, such as space, have also been considered. In recursion theory, by contrast, a function is considered to be easy to compute if there exists some algorithm that computes it. We wish to classify functions that are hard, i.e., not computable, in a quantitative way. We cannot use time or space, since the functions are not even computable. We cannot use Turing degree, since this notion is not quantitative. Hence we need a new notion of complexity-much like time or spac~that is quantitative and yet in some way captures the level of difficulty (such as the Turing degree) of a function.

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