关于实数的计算理论NP完备性、递归函数与通用机

L. Blum, M. Shub, S. Smale
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引用次数: 72

摘要

给出了任意(有序)环R上的计算模型。在这种一般情况下,得到了通用机、部分递归函数和np完全问题。虽然该理论反映了Z上的经典(例如,可计算函数是递归函数),但它也反映了底层环R的特殊数学特征(例如,Julia集的补集提供了实数上递归可枚举的不可判定集的自然例子),并为研究数值分析中有关算法的基础问题提供了一个自然的环境。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
On a theory of computation over the real numbers; NP completeness, recursive functions and universal machines
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.<>
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