Equivalence and Strong Equivalence between Sparsest and Least ${\ell }_1$-Norm Nonnegative Solutions of Linear Systems and Their Application

Yun-Bin Zhao

Many practical problems can be formulated as l0-minimization problems with nonnegativity constraints, which seek the sparsest nonnegative solutions to underdetermined linear system…