On a symmetric interval with an even positive weight, the best least-squares polynomial approximation to an odd function is odd, and the approximation to an even function is even. Indeed, the even and odd polynomial subspaces are orthogonal. For odd , write a candidate as . ThenDeleting a nonzero even component strictly reduces the error, so the minimizer has . The same argument exchanges the parities for even . This reduces the normal equations to the matching parity block and avoids computing coefficients known in advance to vanish.
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