Formulation of the problem.- Well-known methods for the solution of nonlinear least squares problems.- A new method for the solution of nonlinear least squares problems.- Application of the new method for the solution of the linear least squares problem.- The problem of the choice of a starting point x 0.- Applications of the proposed method for the solution of nonlinear least squares problems.
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