I am taking a linear algebra class currently and working through Hoffman's textbook. One of the exercises I am unsure about is,
Find the coordinate matrix of the vector $\alpha=(1,0,1)$ in the basis of $\mathbb{C}^3$ consisting of the vectors $(2i,1,0),(2,-1,1),(0,1+i,1-i)$, in that order.
As I understand it, we want to write the vector $\alpha=(1,0,1)$ that is currently in terms of the standard basis $\mathbb{B}=\{(1,0,0),(0,1,0),(0,0,1)\}$, in terms of a new basis \mathbb{B}'=\{(2i,1,0),(2,-1,1),(0,1+i,1-i)\}. That is, we want to determine what matrix $P$ will satisfy [\alpha]_{\mathbb{B}'}=P[\alpha]_{\mathbb{B}}. There aren't many examples in Hoffman's textbook for actual computation, and what I recall from the lecture on the change of basis, we write \mathbb{B}' in columns as,
$Q= \left[ \begin{array}{ccc} 2i & 2 & 0 \\ 1 & -1 & 1+i \\ 0 & 1 & 1-i \\ \end{array} \right]$
By inverting this matrix $Q$ we find that,
$Q^{-1}= \left[ \begin{array}{ccc} \frac{1-i}{2} & -i & -1 \\ \frac{-i}{2} & -1 & i \\ \frac{i-1}{4} & \frac{1+i}{2} & 1 \\ \end{array} \right]$
So, we then have that the coordinates (x_{1}',x_{2}',x_{3}') of the vector $\alpha = (x_{1},x_{2},x_{3})$ in terms of the basis \mathbb{B}' is given by,
\left[ \begin{array}{c} x_{1}' \\ x_{2}' \\ x_{3}' \\ \end{array} \right] = \left[ \begin{array}{ccc} \frac{1-i}{2} & -i & -1 \\ \frac{-i}{2} & -1 & i \\ \frac{i-1}{4} & \frac{1+i}{2} & 1 \\ \end{array} \right] \left[ \begin{array}{c} x_{1} \\ x_{2} \\ x_{3} \\ \end{array} \right]
So, we can then substitute $\alpha=(1,0,1)$ for $x_{1}, x_{2}, x_{3}$ to find the coordinates x_{1}',x_{2}',x_{3}' in terms of the basis \mathbb{B}'. That is $P=Q^{-1}$. Substituting in these values we receive \alpha'=(\frac{-1-i}{2},\frac{i}{2},\frac{3+i}{4}).
Have I done this correctly? Even if I have done this correctly I am unsure why these procedure for determining the matrix $P$ such that [\alpha]_{\mathbb{B}'}=P[\alpha]_{\mathbb{B}} works. Is there any way I can understand this more intuitively than memorizing a procedure for changing a basis (assuming I have done this correctly, if I haven't, please explain).
Thank you.