Lecture - Linear Algebra MT22, VIII
Flashcards
@State the dimension formula.
\[\mathrm{dim}(U + W) + \mathrm{dim}(U\cap W) = \mathrm{dim}(U) + \mathrm{dim}(W)\]
What are the three conditions for $U \oplus W = V$?
- $U, W \le V$
- $U \cap W = \{0\}$
- $U + W = V$
What is true about every $v \in V$ if $V = U \oplus W$?
$v$ can be uniquely written as $v = u + w$ with $u \in U$ and $w \in W$.
What is a consequence of the dimension formula if $V = U \oplus W$?
\[\mathrm{dim}(V) = \mathrm{dim}(U) + \mathrm{dim}(W)\]
@Define the external direct sum $U \oplus _ e V$ of $U$ and $V$.
$U \times V$ equipped with componentwise addition and scalar multiplication.
If $V, W$ are vector spaces over $\mathbb{F}$ what are the two conditions for a function $T: V \to W$ to be a linear transformation/map?
- $T(v _ 1 + v _ 2) = T(v _ 1) + T(v _ 2)$
- $T(\alpha v _ 1) = \alpha T(v _ 1)$