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GATE DA 2025 Q28: Properties of A = Iₙ + xxᵀ with xᵀx = 1

Question

Let A=In+xx⊤A = I_n + xx^{\top}, where InI_n is the n×nn \times n identity matrix and x∈Rnx \in \mathbb{R}^n, x⊤x=1x^{\top}x = 1. Which of the following options is/are correct?

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Answer: A, B (official GATE 2025 final answer key)

Concept used: Eigenvalues of a rank-one update of the identity matrix.

First step: Find the eigenvalues: Ax=x+x(x⊤x)=2xAx = x + x(x^{\top}x) = 2x, and any vv orthogonal to xx gives Av=vAv = v. So the eigenvalues are 2 (once) and 1 (n−1n - 1 times).

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Source: official GATE 2025 DA question paper and final answer key, organised by IIT Roorkee. Question paper · Answer key