Basis for the Solution Space

Basis for the Solution Space
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Find the basis for the solution space of the system and describe all solutions:

$3x_1 - x_2 + x_4 = 0$

$x_1 + x_2 + x_3 + x_4 = 0$

I row reduce the matrix:

$\begin{pmatrix} 1&1&1&1\\ 0&-4&-3&-2 \end{pmatrix}$

And from here I do not know what to do.

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1 Answer

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The form of the reduced matrix tells you that everything can be expressed in terms of the free parameters $x_3$ and $x_4$. It may be helpful to take your reduction one more step and get to $$\pmatrix{4&0&1&2\cr0&4&3&2\cr}$$ Now writing $x_3=s$ and $x_4=t$ the first row says $x_1=(1/4)(-s-2t)$ and the second row says $x_2=(1/4)(-3s-2t)$. If we don't like fractions, we can instead write $x_3=-4u$, $x_4=-4v$, whence $x_1=u+2v$, $x_2=3u+2v$. So we have $$(x_1,x_2,x_3,x_4)=(u+2v,3u+2v,-4u,-4v)=u(1,3,-4,0)+v(2,2,0,-4)$$ Notice this is also equivalent to $span\{{(1,3,-4,0),(2,2,0,-4)\}}$ due to the parameters $u$ and $v$. Also notice that these two vectors are linearly independent.

Now you can read off the basis, $\{{\,(1,3,-4,0),(2,2,0,-4)\,\}}$.

This set is a basis because a) It is linearly independent, and b) because it spans the solution space

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David Miller
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David Miller

David Miller brings 15 years of experience in global economics, personal finance strategy, and market dynamics. He specializes in turning complex economic trends into actionable insights for everyday readers.