Min-wise independent groups

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Min-Wise Independent Permutations

We define and study the notion of min-wise independent families of permutations. We say that F ⊆ Sn is min-wise independent if for any set X ⊆ [n] and any x ∈ X, when π is chosen at random in F we have Pr(min{π(X)} = π(x)) = 1 |X| . In other words we require that all the elements of any fixed set X have an equal chance to become the minimum element of the image of X under π. Our research was mo...

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Min-wise independent groups with respect to any linear order

A finite permutation group G on a linearly ordered set Ω is said to be a k-min-wise independent group, k-MWI for short, if Pr(minπ(X) = π(x)) = 1/|X| for every X ⊆ Ω such that |X| ≤ k and for every x ∈ X. We are concerned with the case of k-MWI groups for any linear order. Indeed, we prove that a permutation group G is k-MWI with respect to any linear order if and only if for every h ≤ k and fo...

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Min-Wise Independent Linear Permutations

A set of permutations F ⊆ Sn is min-wise independent if for any set X ⊆ [n] and any x ∈ X, when π is chosen at random in F we have P (min{π(X)} = π(x)) = 1 |X| . This notion was introduced by Broder, Charikar, Frieze and Mitzenmacher and is motivated by an algorithm for filtering near-duplicate web documents. Linear permutations are an important class of permutations. Let p be a (large) prime a...

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On (ε, k)-min-wise independent permutations

A family of permutations F of [n] = {1, 2, . . . , n} is (ε, k)-min-wise independent if for every nonempty subset X of at most k elements of [n], and for any x ∈ X, the probability that in a random element π of F , π(x) is the minimum element of π(X), deviates from 1/|X| by at most ε/|X|. This notion can be defined for the uniform case, when the elements of F are picked according to a uniform d...

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A Derandomization Using Min-Wise Independent Permutations

Min-wise independence is a recently introduced notion of limited independence, similar in spirit to pairwise independence. The later has proven essential for the derandomization of many algorithms. Here we show that approximate min-wise independence allows similar uses, by presenting a derandomization of the RNC algorithm for approximate set cover due to S. Rajagopalan and V. Vazirani. We also ...

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ژورنال

عنوان ژورنال: European Journal of Combinatorics

سال: 2003

ISSN: 0195-6698

DOI: 10.1016/s0195-6698(03)00081-7