[Math] Linear algebra- Basis of Range(T)

linear algebra

Let $T: P_2\to P_3$ be a linear transformation defined by $$T(at^{2} +bt+c) = (a-b+c)t^{3} + (-a+3b-2c)t^{2} + (-a-b)t + (2b-c).$$

Find a basis of $\operatorname{range}(T)$.

Would the basis of $\operatorname{range}(T)$ be {$t^{3}$, $t^{2}$, $t$, $1$}? Since they span $T$ ?

Best Answer

Choose a basis $1,t,t^2$ for $P_2$, and $1,t,t^2,t^3$ for $P_3$. The the matrix for $T$ is given by:

$$ \tau = \left[\begin{array}{rrr} -1 & 2 & 0 \\ 0 & -1 & -1 \\ -2 & 3 & -1 \\ 1 & -1 & 1 \end{array}\right].$$ It is fairly easy to see that $\tau (2,1,-1)^T= 0$ (ie, the second column is equal to the third column minus twice the first column), and that the first and last columns are linearly independent. Thus these two columns span the range space of $T$. Thus $T(1), T(t^2)$ form a basis for the range.

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