The Householder transformation is a linear algebra technique used to perform orthogonal transformations of vectors and matrices. It is particularly useful in numerical linear algebra for QR decomposition and in other applications where one needs to reflect a vector across a hyperplane defined by another vector.
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For unit , is an orthogonal reflection. Successive Householder similarities reduce a symmetric matrix while preserving symmetry.