new nonsmooth equations-based algorithms for -norm minimization and applications
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ID: 224492
2012
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Abstract
Recently, Xiao et al. proposed a nonsmooth equations-based method to solve the -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 -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.
| Reference Key |
wu2012journalnew
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|---|---|
| Authors | ;Lei Wu;Zhe Sun |
| Journal | Chemico-biological interactions |
| Year | 2012 |
| DOI |
10.1155/2012/139609
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| URL | |
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