Lagrange Dual Method for Sparsity Constrained Optimization
In this paper, we investigate the l<sub>0</sub> quasi-norm constrained optimization problem in the Lagrange dual framework and show that the strong duality property holds. Motivated by the property, we propose a Lagrange dual method for the sparsity constrained optimization problem. The...
| Main Authors: | , , , |
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| Format: | Article |
| Language: | English |
| Published: |
IEEE
2018-01-01
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| Series: | IEEE Access |
| Subjects: | |
| Online Access: | https://ieeexplore.ieee.org/document/8359279/ |