Completeness classes in algebra

L. Valiant
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引用次数: 540

Abstract

In the theory of recursive functions and computational complexity it has been demonstrated repeatedly that the natural problems tend to cluster together in “completeness classes”. These are families of problems that (A) are computationally interreducible and (B) are the hardest members of some computationally defined class. The aim of this paper is to demonstrate that for both algebraic and combinatorial problems this phenomenon exists in a form that is purely algebraic in both of the respects (A) and (B). Such computational consequences as NP-completeness are particular manifestations of something more fundamental. The core of the paper is self-contained, consisting as it does essentially of the two notions of “p-definability” and the five algebraic relations that are proved as theorems. In the remainder our aim is to elucidate the computational consequences of these basic results. Hence in the auxiliary propositions and discussion for convenience we do assume familiarity with algebraic and Boolean complexity theory.
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代数中的完备类
在递归函数和计算复杂性理论中,已经多次证明自然问题倾向于聚在“完备类”中。这些问题族(A)是计算上可互约的,(B)是某些计算定义类中最难的成员。本文的目的是证明,对于代数和组合问题,这种现象在(a)和(B)两个方面都以纯代数的形式存在。np完备性等计算结果是一些更基本的东西的特殊表现。论文的核心是自成一体的,本质上由“p-可定义性”的两个概念和作为定理证明的五个代数关系组成。在其余部分中,我们的目的是阐明这些基本结果的计算结果。因此,为了方便起见,在辅助命题和讨论中,我们假设熟悉代数和布尔复杂性理论。
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