A Second Order Algorithm for MCP Regularized Optimization

A Second Order Algorithm for MCP Regularized Optimization

In this article, we provide two optimal property of MCP regularization optimization. One shows that the support set of a local minimizer corresponds to linearly independent columns of <inline-formula> <tex-math notation="LaTeX">$A$ </tex-math></inline-formula>, the...

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Bibliographic Details
Main Authors: Wanyou Cheng, Hanlin Zhou, Ziten Guo
Format: Article
Language:English
Published: IEEE 2022-01-01
Series:IEEE Access
Subjects:
Nonsmooth nonconvex penalty
compressed sensing
ℓ₀ minimization
active set
sparse optimization
Online Access:https://ieeexplore.ieee.org/document/9183931/

Internet

https://ieeexplore.ieee.org/document/9183931/

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