Abstract | ||
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Recently, Xiao et al. proposed a nonsmooth equations-based method to solve the l(1)-norm minimization problem (2011). The advantage of this method is its simplicity and lower storage. In this paper, based on new nonsmooth equations reformulation, we investigate new nonsmooth equations-based algorithms for solving l(1)-norm minimization problems. Under mild conditions, we show that the proposed algorithms are globally convergent. The preliminary numerical results demonstrate the effectiveness of the proposed algorithms. |
Year | DOI | Venue |
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2012 | 10.1155/2012/139609 | JOURNAL OF APPLIED MATHEMATICS |
Keywords | DocType | Volume |
null | Journal | 2012 |
Issue | ISSN | Citations |
null | 1110-757X | 0 |
PageRank | References | Authors |
0.34 | 0 | 2 |