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2022 PEA Q27

AA is a 5×55\times 5 non-null singular matrix. Then Ax=0Ax = 0 has

Reveal answer and solution

Answer

D

Solution

  1. 1

    Since AA is singular, detA=0\det A = 0, so rank(A)<5\operatorname{rank}(A) < 5. By the rank--nullity theorem,

  2. 2

    dimkerA=5rank(A)1\dim \ker A = 5 - \operatorname{rank}(A) \geq 1. The null space therefore contains a nontrivial

  3. 3

    subspace, giving infinitely many solutions in R5\mathbb R^5.

Answer structure / marking notes

A homogeneous linear system always has x=0x = 0; singularity guarantees additional nontrivial solutions.

Content note

Imported from public/resources/isi/msqe/solutions/pea/2022/ISI_MSQE_PEA_2022_Solutions.tex. Question wording is retained from the available local TeX source; incomplete option blocks or ambiguous source status are flagged for review.