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Exercise 124Linear algebra › Linear mapsL1Added 3 Nov 2026

Rank of a linear map

#rank#image dimension#matrix

Statement

Let f:R3→R3f:\mathbb{R}^3\to\mathbb{R}^3 be defined by
f(x,y,z)=(x+2y, 2x+4y, 3x+6y+z).f(x,y,z)=(x+2y,\ 2x+4y,\ 3x+6y+z).
Compute rank⁡(f)\operatorname{rank}(f) (the dimension of Im⁡f\operatorname{Im} f) and dim⁡ker⁡f\dim\ker f.

Hint

Write the matrix and row-reduce.

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Solution

Matrix.
A=(120240361).A = \begin{pmatrix} 1 & 2 & 0 \\ 2 & 4 & 0 \\ 3 & 6 & 1 \end{pmatrix}.

Row reduction. R2←R2−2R1R_2\leftarrow R_2-2R_1 gives a zero row, and R3←R3−3R1R_3\leftarrow R_3-3R_1 gives
(120000001).\begin{pmatrix} 1 & 2 & 0 \\ 0 & 0 & 0 \\ 0 & 0 & 1 \end{pmatrix}.
There are two nonzero rows, so rank⁡(f)=2\operatorname{rank}(f)=2.

Kernel. Ax=0Ax=0 means x+2y=0x+2y=0 and 3x+6y+z=03x+6y+z=0, hence z=0z=0 and x=−2yx=-2y: ker⁡f=span⁡((−2,1,0))\ker f=\operatorname{span}\big((-2,1,0)\big).

Conclusion. rank⁡(f)=2\operatorname{rank}(f)=2 and dim⁡ker⁡f=1\dim\ker f=1, so 2+1=3=dim⁡R32+1=3=\dim\mathbb{R}^3.