The optimal approximation is the orthogonal projection onto the linear span of . Their orthogonality gives
Completing each square proves both optimality and uniqueness:
For real , these are real coefficients. If complex-valued is allowed while the coefficients remain real, replace the numerator by its real part and use the modulus-squared norm. The question's real formulation corresponds to real .
Here the first three squared norms are one. Using ,
Thus

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