$NP/CLP$ Equivalence: A Phenomenon Hidden Among Sparsity Models for Information Processing

Jigen Peng, Shigang Yue, Haiyang Li

It is proved in this paper that to every underdetermined linear system $Ax=b$ there corresponds a constant $p(A,b)>0$ such that every solution to the $l_p$-norm minimization proble…