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In this work we consider the regularization problem in the inversion of magnetic data. The 2-D inverse problem in magnetic prospection is generally described by one of the following cases: determination of the magnetization distribution given the shape of the body and the magnetization direction; or the determination of an interface, given the magnetization and the features of other interfaces. We will consider here the first case .