# I need help to understand meaning of certain terms in a theorem

There are certain terms in the following theorem where I am finding difficulty to figure out. I need help.

Theorem. Let $\mathbb{C}_{r}^{m\times n}$ denote the set of all complex $m\times n$ matrices of rank $r$.

Let $A\in\mathbb{C}_{r}^{m\times n}$ , let $T$ be a subspace of $\mathbb{C^n}$ of dimension $s\leq r$, and let $S$ be a subspace of dimension $m-s$.

Then, $A$ has a $\{2\}$ - inverse X such that $R(X) = T$ and $N(X) = S$ iff $AT\oplus S$ = $C^{m}$, and $P_{S}{^\perp} AT = S^{\perp}$(This too is not clear to me) where $P_{L.M}$ stands for the projection on to the space $L$ parallel to $M$.

in which case $X$ is unique. Where $\{2\}$ inverse of a matrix $A$ is the matrix $X$ satisfying the equation $XAX = A$ . $R(x)$, $N(X)$ denotes the range and null space of a matrix and $\oplus$ denotes the direct sum of subspaces.

I am confused with term $AT$.How to interpret $AT$ where $A$ is a $m\times n$ matrix while $T$ is a given subspace of $\mathbb{C^n}$. How can we multiply matrix with subspace? I try to construct such example but couldn't.I would be really great full fro any kind of help or support.Please accept my apology if my question is not suitable for this community. Here I am writing few lines of its proof.

Proof: Let the colums of $U\in \mathbb{C}_{s}^{n\times s}$ be a basis for $T$, and let the columns of $V^{*}\in\mathbb{C}_{s}^{m\times s}$ be the basis of $S^\perp$the. Then the columns of $AU$ span $AT$(How?). Since it follows from (direct sum $AT\oplus S$ = $C^{m}$) that $\dim AT = s$, $\mathrm{rank} AU = s$. A further consequence is that $AT\cap S = 0$. Moreover $s\times s$ matrix $VAU$ is nonsingular (i.e. of rank $s$).

Note that $AX$ is idempotent, $AT = R(AX)$, $S = N(X) = N(AX)$

I really need help here. A small hint will also work for me.
Thanks

0
2022-07-25 20:39:14
Source Share