Weak Stability of ${\ell }_1$-minimization Methods in Sparse Data Reconstruction

Yun-Bin Zhao, Houyuan Jiang, Zhi-Quan Luo

As one of the most plausible convex optimization methods for sparse data reconstruction, ${\ell }_1$-minimization plays a fundamental role in the development of sparse optimization th…