From the numerical point of view, given a set of s points whose coordinates are known with only limited precision, each set of s points whose elements differ from those of of a quantity less than data uncertainty can be considered equivalent to . We present an algorithm that, given and a tolerance e on the data error, computes a set of polynomials such that each element of is �almost vanishing� at and at all its equivalent sets . The set is not, in the general case, a basis of the vanishing ideal . Nevertheless can determine geometrical configurations simultaneously characterizing the set and all its equivalent sets .
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