Algorithm for Solving Sparse Matrix Equation Solutions

l1_ls represents one of the state-of-the-art algorithms for solving sparse matrix equations, featuring the latest MATLAB source code released by its author. This implementation utilizes interior-point methods to efficiently handle L1-regularized least squares problems with advanced optimization techniques.