关于程序大小的完美和通用哈希函数

K. Mehlhorn
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引用次数: 106

摘要

我们解决了完美和通用哈希函数的程序大小问题。我们证明了在程序大小上匹配上界和下界(直到常数因子)。此外,我们还证明了可以有效地找到最小或接近最小大小的程序。此外,这些(接近)最小大小的程序的时间复杂度最多为O(log* N)(在完全哈希的情况下,N是宇宙的大小),而在通用哈希的情况下,时间复杂度为0(1)。因此,对于通用哈希程序的最小尺寸和最小的时间复杂度已经被发现。
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On the program size of perfect and universal hash functions
We address the question of program size of of perfect and universal hash functions. We prove matching upper and lower bounds (up to constant factors) on program size. Furthermore, we show that minimum or nearly minimum size programs can be found efficiently. In addition, these (near) minimum size programs have time complexity at most O(log* N) where N is the size of the universe in the case of perfect hashing, and time complexity 0(1) in the case of universal hashing. Thus for universal hashing programs of minimal size and minimal time complexity have been found.
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