Published 2010
| Version v1
Publication
Elastic-net regularization: iterative algorithms and asymptotic behavior of solutions
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Description
We derive strongly convergent algorithms to solve inverse problems involving elastic-net
regularization. Moreover, using functional analysis techniques we provide a rigorous study of
the asymptotic properties of the regularized solutions that allows to cast in a unified framework l^1, elastic-net and classical Tikhonov regularization.
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Identifiers
- URL
- http://hdl.handle.net/11567/516919
- URN
- urn:oai:iris.unige.it:11567/516919