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For , is real, so is real. The spectral theorem writes positive definite ; taking positive square roots gives . For , eigenvalues are with normalized eigenvectors and , so these columns form a suitable . Finally expand in an orthonormal eigenbasis: the Rayleigh quotient is a weighted average of eigenvalues, bounded above by and attaining it on a top eigenvector.
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