A generalized elastic net regularization with smoothed $$\ell _{q}$$ℓq penalty for sparse vector recovery
Sign Up to like & getrecommendations! Published in 2017 at "Computational Optimization and Applications"
DOI: 10.1007/s10589-017-9916-7
Abstract: In this paper, we propose an iterative algorithm for solving the generalized elastic net regularization problem with smoothed $$\ell _{q} (0 read more here.
Keywords: net regularization; smoothed ell; ell penalty; elastic net ... See more keywords
Enabling reduced-order data-driven nonlinear identification and modeling through naïve elastic net regularization
Sign Up to like & getrecommendations! Published in 2017 at "International Journal of Non-linear Mechanics"
DOI: 10.1016/j.ijnonlinmec.2017.01.016
Abstract: Abstract This work discusses an improved method of reduced-order modeling for existing data-driven nonlinear identification techniques through the incorporation of naive elastic net regularization. The data-driven methods considered for this study operate using basis functions… read more here.
Keywords: reduced order; elastic net; net regularization; data driven ... See more keywords