Integer multiplication in time O(n log n)

IF 8.3 2区 材料科学 Q1 MATERIALS SCIENCE, MULTIDISCIPLINARY
David Harvey, J. Hoeven
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引用次数: 164

Abstract

We present an algorithm that computes the product of two n-bit integers in O(n log n) bit operations, thus confirming a conjecture of Schonhage and Strassen from 1971. Our complexity analysis takes place in the multitape Turing machine model, with integers encoded in the usual binary representa- tion. Central to the new algorithm is a novel “Gaussian resampling” technique that enables us to reduce the integer multiplication problem to a collection of multidimensional discrete Fourier transforms over the complex numbers, whose dimensions are all powers of two. These transforms may then be evaluated rapidly by means of Nussbaumer’s fast polynomial transforms.
O(n log n)时间内的整数乘法
我们提出了一种算法,在O(n log n)位运算中计算两个n位整数的乘积,从而证实了Schonhage和Strassen在1971年提出的一个猜想。我们的复杂性分析是在多磁带图灵机模型中进行的,其中整数以通常的二进制表示进行编码。新算法的核心是一种新颖的“高斯重采样”技术,它使我们能够将整数乘法问题简化为复数上的多维离散傅里叶变换的集合,这些复数的维数都是2的幂。这些变换可以用Nussbaumer快速多项式变换快速求值。
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来源期刊
ACS Applied Materials & Interfaces
ACS Applied Materials & Interfaces 工程技术-材料科学:综合
CiteScore
16.00
自引率
6.30%
发文量
4978
审稿时长
1.8 months
期刊介绍: ACS Applied Materials & Interfaces is a leading interdisciplinary journal that brings together chemists, engineers, physicists, and biologists to explore the development and utilization of newly-discovered materials and interfacial processes for specific applications. Our journal has experienced remarkable growth since its establishment in 2009, both in terms of the number of articles published and the impact of the research showcased. We are proud to foster a truly global community, with the majority of published articles originating from outside the United States, reflecting the rapid growth of applied research worldwide.
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