  We provide a simplified form of Primal Augmented Lagrange Multiplier
algorithm. We intend to fill the gap in the steps involved in the mathematical
derivations of the algorithm so that an insight into the algorithm is made. The
experiment is focused to show the reconstruction done using this algorithm.
