Linear Algebra – Finding a Basis for the Plane with the Equation

linear algebra

I know the conditions of being a basis. The vectors in set should be linearly independent and they should span the vector space.

So while finding a basis for the equation $y = z$, it's easy to see that the $x$ is free variable and if we call it as $x = s$, $y$ and $z$ becomes $t$ for example.
And the basis are $(1,0,0)$ and $(0,1,1)$

However, i could not apply the same logic to $x – 2y + 5z =0$
Is there any free variable in this equation? How can I find the basis?

Best Answer

As in your first example, you have two (not one) free variable. You let $x= s$, $y = t$ in the first example and $z = t$ follow from the equation. In this example you must take $x$ but you can choose between $y$ and $z$ to be free for you.

In the second example you can take any two variables as free. Let's take $x = s$, $y = t$. The equation $x-2y+5z = 0$ gives $$ z = -\frac 15 x + \frac 25y = \frac 15(2t -s) $$ So a basis is given by $(1,0, -\frac 15)^\top$, $(0,1,\frac 25)^\top$.

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