Let X E RMXN with M 2 N and the full singular value decomposition (SVD) of X is given by X = UEV". Given that the rank of X is r such that r < N. (a) Describe a method that uses the SVD to compute the least squares solution of the linear system Xw = b, where b e RM is a vector of known values.

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