Exercise 1219Linear algebra › Vector spaces and subspacesL1Added 3 Nov 2026 Kernel of a 3×3 matrix and basis #kernel#basis#matrix#rank-nullity StatementFind a basis of ker(A)\ker(A)ker(A) forA=(12−12111−12).A = \begin{pmatrix} 1 & 2 & -1 \\ 2 & 1 & 1 \\ 1 & -1 & 2 \end{pmatrix}.A=12121−1−112. HintSolve Ax=0Ax=0Ax=0 by row reduction. Show solutionHide solutionSolutionRow reduction. L2←L2−2L1L_2\leftarrow L_2-2L_1L2←L2−2L1, L3←L3−L1L_3\leftarrow L_3-L_1L3←L3−L1:(12−10−330−33).\begin{pmatrix} 1 & 2 & -1 \\ 0 & -3 & 3 \\ 0 & -3 & 3 \end{pmatrix}.1002−3−3−133.L3←L3−L2L_3\leftarrow L_3-L_2L3←L3−L2:(12−10−33000).\begin{pmatrix} 1 & 2 & -1 \\ 0 & -3 & 3 \\ 0 & 0 & 0 \end{pmatrix}.1002−30−130.Rank is 222, so dimkerA=1\dim\ker A=1dimkerA=1.Solve. From −3y+3z=0-3y+3z=0−3y+3z=0, y=zy=zy=z. From x+2y−z=0x+2y-z=0x+2y−z=0, x=−2y+z=−zx=-2y+z=-zx=−2y+z=−z. So (x,y,z)=(−z,z,z)=z(−1,1,1)(x,y,z)=(-z,z,z)=z(-1,1,1)(x,y,z)=(−z,z,z)=z(−1,1,1).Conclusion. kerA=span((−1,1,1))\ker A=\operatorname{span}((-1,1,1))kerA=span((−1,1,1)), a line.