Identity Operator is Compact iff Finite-Dimensional Normed Vector Space
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Theorem
Let $\struct {X, \norm {\, \cdot \,} }$ be a normed vector space.
Let $I : X \to X$ be the identity operator.
Then $I$ is compact if and only if $X$ is finite-dimensional.
Proof
Let $\operatorname {ball} X$ be the closed unit ball in $\struct {X, \norm {\, \cdot \,} }$.
From the definition of a compact operator, we have that $I$ is compact if and only if:
- $\overline {\operatorname {ball} X}$ is compact in $\struct {X, \norm \cdot_X}$.
From Closed Ball is Closed and Set is Closed iff Equals Topological Closure, this is equivalent to:
- $\operatorname {ball} X$ is compact in $\struct {X, \norm {\, \cdot \,} }$.
From Normed Vector Space is Finite Dimensional iff Unit Sphere is Compact, this is equivalent to:
- $X$ is finite-dimensional.
$\blacksquare$