Feasibility Pump Algorithm for Sparse Representation under Laplacian Noise

The Feasibility Pump is an effective heuristic method for solving mixed integer optimization programs. In this paper the algorithm is adapted for finding the sparse representation of signals affected by Laplacian noise. Two adaptations of the algorithm, regularized and nonregularized, are proposed,...

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Bibliographic Details
Main Authors: Florin Ilarion Miertoiu, Bogdan Dumitrescu
Format: Article
Language:English
Published: Hindawi Limited 2019-01-01
Series:Mathematical Problems in Engineering
Online Access:http://dx.doi.org/10.1155/2019/5615243