Change of Basis
Finding the change of basis matrix to convert the matrix form of a linear transformation from one basis to another was hard for me. It still sometimes warps my brain. So I think I will write this down here. Notations and Definitions Consider $V$ an $n$-dimensional vector space over $\mathbb{C}$. Let $\alpha = {a_1, a_1, \ldots, a_n}$ be an ordered basis for our vector space. By the definition of basis, every element $v \in V$ can be uniquely written as a linear combination of basis elements. We define the co-ordinates of $v \in V$ w.r.t basis $\alpha$ to be $[v]_\alpha = (\alpha_1, \alpha_2, \ldots, \alpha_n)^T$ where $\alpha_i$ are scalars such that $v = \sum_{i = 1}^n \alpha_i a_i$. By the uniqueness of representation of vectors as linear combination of basis elements, we get that $A_\alpha: V \to \mathbb{C}^n : v \to [v]_\alpha$ is a linear isomorphism. ...