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Exercise 1921Linear algebra › Vector spaces and subspacesL1Added 3 Nov 2026

Rank-nullity on a 3×4 matrix

#rank-nullity#rank#matrix

Statement

Let
A=(123424691235).A = \begin{pmatrix} 1 & 2 & 3 & 4 \\ 2 & 4 & 6 & 9 \\ 1 & 2 & 3 & 5 \end{pmatrix}.
Compute the rank of AA and the dimension of its kernel.

Hint

Row-reduce AA and use rank-nullity with n=4n=4.

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Solution

Row reduction. L2←L2−2L1L_2\leftarrow L_2-2L_1, L3←L3−L1L_3\leftarrow L_3-L_1:
(123400010001).\begin{pmatrix} 1 & 2 & 3 & 4 \\ 0 & 0 & 0 & 1 \\ 0 & 0 & 0 & 1 \end{pmatrix}.
L3←L3−L2L_3\leftarrow L_3-L_2:
(123400010000).\begin{pmatrix} 1 & 2 & 3 & 4 \\ 0 & 0 & 0 & 1 \\ 0 & 0 & 0 & 0 \end{pmatrix}.
Rank is 22.

Kernel dimension. By rank-nullity, dim⁡ker⁡A=4−2=2\dim\ker A = 4-2 = 2.

Kernel. Solve Ax=0Ax=0: x1+2x2+3x3+4x4=0x_1+2x_2+3x_3+4x_4=0 and x4=0x_4=0. So x1+2x2+3x3=0x_1+2x_2+3x_3=0. Free variables x2,x3x_2, x_3; basis (−2,1,0,0)(-2,1,0,0), (−3,0,1,0)(-3,0,1,0).

Conclusion. rank⁡(A)=2\operatorname{rank}(A)=2 and dim⁡(ker⁡A)=2\dim(\ker A)=2.