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Least-squares fitting differs from linear programming by minimizing a squared residual norm, whereas linear programs have affine objectives. This distinction highlights different model structures within optimization.

Conditions: The problem is a least-squares fitting task.; The comparison is with linear programming.; The objective involves residuals.

Least-squares fitting differs from linear programming by minimizing a squared residual norm, whereas linear programs have affine objectives. This distinction highlights different model structures within optimization.

Conditions: The problem is a least-squares fitting task.; The comparison is with linear programming.; The objective involves residuals.