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We present an algorithm for computing the set of all coset leaders of a binary code . The method is adapted from some of the techniques related to the computation of Gr"obner representations associated with codes. The algorithm provides a Gr"obner representation of the binary code and the set of coset leaders . Its efficiency stands of the fact that its complexity is linear on the number of elements of , which is smaller than exhaustive search in .

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