Title :
On a theory of computation over the real numbers; NP completeness, recursive functions and universal machines
Author :
Blum, Lenore ; Shub, Mike ; Smale, Steve
Author_Institution :
Dept. of Math. & Comput. Sci., Mills Coll., Oakland, CA, USA
Abstract :
A model for computation over an arbitrary (ordered) ring R is presented. In this general setting, universal machines, partial recursive functions, and NP-complete problems are obtained. While the theory reflects of classical over Z (e.g. the computable functions are the recursive functions), it also reflects the special mathematical character of the underlying ring R (e.g. complements of Julia sets provide natural examples of recursively enumerable undecidable sets over the reals) and provides a natural setting for studying foundational issues concerning algorithms in numerical analysis
Keywords :
computation theory; numerical analysis; recursive functions; NP completeness; foundational issues; numerical analysis; partial recursive functions; real numbers; recursive functions; theory of computation; undecidable sets; universal machines; Computational modeling; Computer science; Costs; Educational institutions; Geometry; Mathematical model; Mathematics; Milling machines; Numerical analysis; Turing machines;
Conference_Titel :
Foundations of Computer Science, 1988., 29th Annual Symposium on
Conference_Location :
White Plains, NY
Print_ISBN :
0-8186-0877-3
DOI :
10.1109/SFCS.1988.21955