Matricesmedium
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A quadratic form associated with a symmetric matrix AA is the scalar xTAxx^T A x for vectors xx. Quadratic forms are fundamental in optimization and geometry. For A=(2113)A = \begin{pmatrix} 2 & 1 \\ 1 & 3 \end{pmatrix} and x=(12)x = \begin{pmatrix} 1 \\ 2 \end{pmatrix}, compute the quadratic form xTAxx^T A x.