排序的最佳时空权衡

J. Pagter, Theis Rauhe
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引用次数: 69

摘要

我们研究了顺序计算模型中排序的基本问题,并特别考虑了该问题的时空权衡(时间和空间的乘积)。P. Beame(1991)给出了这个乘积的下界/spl Omega/(n/sup 2/),留下了一个对数因子的差距,直到之前最著名的上界O(n/sup 2/ log n),这是由G.N. Frederickson(1987)提出的。自那时以来,在缩小这一差距方面没有取得任何进展。本文的主要贡献是一种基于比较的排序算法,该算法通过满足Beame的下界来缩小差距。时空积O(n/sup 2/)上界适用于log n和n/log n之间的整个空间边界范围。因此,在这个范围内,我们的算法对于基于比较的模型以及Beame考虑的非常强大的一般模型都是最优的。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Optimal time-space trade-offs for sorting
We study the fundamental problem of sorting in a sequential model of computation and in particular consider the time-space trade-off (product of time and space) for this problem. P. Beame (1991) has shown a lower bound of /spl Omega/(n/sup 2/) for this product leaving a gap of a logarithmic factor up to the previously best known upper bound of O(n/sup 2/ log n) due to G.N. Frederickson (1987). Since then, no progress has been made towards tightening this gap. The main contribution of this paper is a comparison based sorting algorithm which closes the gap by meeting the lower bound of Beame. The time-space product O(n/sup 2/) upper bound holds for the full range of space bounds between log n and n/log n. Hence in this range our algorithm is optimal for comparison based models as well as for the very powerful general models considered by Beame.
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