复杂性措施和层次结构的评估整数,多项式,和n-线性形式

R. Lipton, D. Dobkin
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引用次数: 2

摘要

从加法链方法[5]到整数评估,再到最近旨在生成难以评估的多项式的研究[2,8,10],各种框架都研究了评估整数和多项式的难度。本文考虑可在给定复杂度范围内求值的整数类和多项式类,并证明了复杂度类的适当层次的存在性。我们的问题所在的框架足够通用,可以允许任何有限的二进制操作集,而不仅仅是加法、减法、乘法和除法。研究复杂类而不是特定整数或多项式的动机类似于为什么在基于自动机的复杂性中研究复杂类:(i)与计算特定整数或多项式的复杂性相关的巨大困难;(ii)从发现复杂性类的结构中获得的重要见解。
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Complexity measures and hierarchies for the evaluation of integers, polynomials, and n-linear forms
The difficulty of evaluating integers and polynomials has been studied in various frameworks ranging from the addition-chain approach [5] to integer evaluation to recent efforts aimed at generating polynomials that are hard to evaluate [2,8,10]. Here we consider the classes of integers and polynomials that can be evaluated within given complexity bounds and prove the existence of proper hierarchies of complexity classes. The framework in which our problems are cast is general enough to allow any finite set of binary operations rather than just addition, subtraction, multiplication, and division. The motivation for studying complexity classes rather than specific integers or polynomials is analogous to why complexity classes are studied in automata-based complexity: (i) the immense difficulty associated with computing the complexity of a specific integer or polynomial; (ii) the important insight obtained from discovering the structure of the complexity classes.
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