Spectrum of a scalar matrix plus a rank-one projector

ID: spectrum-of-a-scalar-matrix-plus-a-rank-one-projector

Let be a real unit vector in -dimensional Euclidean space. Then is a rank-one orthogonal projection: , while for orthogonal to . Consequently the symmetric matrix has eigenvalue on the line spanned by and eigenvalue on its orthogonal complement. Any orthonormal basis of that complement completes to an orthonormal eigenbasis. Thus
The trace and determinant formulas remain valid when one of these eigenvalues is zero. When , all nonzero vectors have the same eigenvalue, and the chosen splitting is optional.

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