[Math] How to find the basis of the following vector space

linear algebravector-spaces

I'm trying to find the basis of the following vector space but I can't seem to be able to find it:

$W = \{x = (x_1 , x_2 , x_3 , x_4 , x_5 ) ∈ \Bbb R^5 : x_1 − x_3 − x_4 = 0\}$

I understand that the basis $\mathcal B$ should be a linearly independent set of vectors. So I'm assuming I have to solve the equation above to find the vectors for my basis $\mathcal B$. However, I'm not sure how to solve it in the first place.

Could someone please guide me on how to approach this question?

Thanks.

Best Answer

Rouché-Capelli theorem grants us that if $n$ is the number of equations that characterize the subspace $W$, we have $$\dim(W)=\dim(\mathbb{R^5})-n=4$$

Let v be the vector

$$ v=\ (x_1,x_2,x_3,x_4,x_5)^T $$

If $v \in W$, it must satisfy $x_1-x_3-x_4=0 \implies x_1=x_3+x_4$, so a vector in $W$ must be of the kind

$$(x_3+x_4,x_2,x_3,x_4,x_5)$$

Can you find $4$ linearly independent vectors that satisfy the above constraint?

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