LAPACK's user's guide
Matrix computations (3rd ed.)
ScaLAPACK user's guide
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Least-squares approximation refers to a wide variety of mathematical optimization problems in which the objective is to make a residual vector small in the sense of minimizing the integral of the squared residual function.