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Exercise 118Linear algebra › Linear mapsL1Added 3 Nov 2026

Basis of a kernel

#kernel#basis#linear map

Statement

Let f:R3→R3f:\mathbb{R}^3\to\mathbb{R}^3 have matrix
A=(112224101).A = \begin{pmatrix} 1 & 1 & 2 \\ 2 & 2 & 4 \\ 1 & 0 & 1 \end{pmatrix}.
Find a basis of ker⁡f\ker f.

Hint

Row-reduce AA and solve Ax=0Ax=0.

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Solution

Row reduction. R2←R2−2R1R_2\leftarrow R_2-2R_1 and R3←R3−R1R_3\leftarrow R_3-R_1:
(1120000−1−1).\begin{pmatrix} 1 & 1 & 2 \\ 0 & 0 & 0 \\ 0 & -1 & -1 \end{pmatrix}.
Swapping R2R_2 and R3R_3:
(1120−1−1000).\begin{pmatrix} 1 & 1 & 2 \\ 0 & -1 & -1 \\ 0 & 0 & 0 \end{pmatrix}.
The rank is 22.

Solving Ax=0Ax=0. The second row gives −y−z=0-y-z=0, i.e. y=−zy=-z. The first row gives x=−y−2z=z−2z=−zx=-y-2z=z-2z=-z. Hence
(x,y,z)=(−z, −z, z)=z (−1,−1,1).(x,y,z)=(-z,\,-z,\,z)=z\,(-1,-1,1).

Check. A(−1,−1,1)T=(−1−1+2, −2−2+4, −1+0+1)T=(0,0,0)TA(-1,-1,1)^T=(-1-1+2,\ -2-2+4,\ -1+0+1)^T=(0,0,0)^T.

Conclusion. ker⁡f=span⁡((−1,−1,1))\ker f=\operatorname{span}\big((-1,-1,1)\big); a basis is ((−1,−1,1))\big((-1,-1,1)\big) and dim⁡ker⁡f=1\dim\ker f=1.