An upper triangular matrix $U$ is a square matrix where all the entries below the main diagonal are zero. That is, $u_{ij} = 0$ for all $i > j$. An orthogonal matrix $Q$ is a square matrix that satisfies $Q^T Q = Q Q^T = I$, where $Q^T$ is the transpose of $Q$ and
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