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Examine whether the vectors x1= [3,1,1] x2=[2,0,-1] x3=[4,2,1] are linearly independent.
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X1= [3,1,1]

X2=[2,0,-1] and

X3=[4,2,1]

 

  • Consider the matrix equation where$k_1, k_2, k_3$ are scalars such that$k_1 X_1 + k_2X_2+k_3X_3=0$
  • After substitution we get,

$k_1 [3,1,1]+k_2[2,0,-1]+k_3[4,2,1]=[0,0,0] $

  • Hence

$3k_1+2k_2+4k_3=0\\ 1k_1+0k_2+2k_3=0\\ 1k_1-1k_2+1k_3=0$

  • In matrix form, it can be written as:

$\begin{bmatrix} 3 & 2 & 4 \\[0.3em] 1 &0 & 2 \\[0.3em] …

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