请以英文形式给出Householder变换的定义
Householder transformation is a linear transformation in which each vector is reflected across a plane or hyperplane. It is named after Alston Scott Householder, who first introduced the method for solving systems of linear equations. The Householder transformation is commonly used in linear algebra for various applications, such as matrix diagonalization, eigenvalue problems, and least squares regression.
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