Condition for Equivalence of Norms that induce Banach Spaces
Theorem
Let $\Bbb F \in \set {\R, \C}$.
Let $X$ be a vector space over $\Bbb F$.
Let $\norm \cdot_1$ and $\norm \cdot_2$ be norms on $X$ such that $\struct {X, \norm \cdot_1}$ and $\struct {X, \norm \cdot_2}$ are Banach spaces.
Suppose that, for some real number $C > 0$:
- $\norm x_2 \le C \norm x_1$ for all $x \in X$.
Then $\norm \cdot_1$ and $\norm \cdot_2$ are equivalent.
Proof
Consider $I : \struct {X, \norm \cdot_1} \to \struct {X, \norm \cdot_2}$ defined by:
- $I x = x$ for each $x \in X$.
Then for $x, y \in X$ and $\lambda \in \Bbb F$.
Then we have:
- $\map I {\lambda x + y} = \lambda x + y = \lambda I x + I y$
so $I$ is linear.
Similarly, we have:
- $\norm {I x}_2 = \norm x_2 \le C \norm x_1$
so $I$ is a bounded linear transformation.
Clearly $I$ is a bijection, so by the Banach Isomorphism Theorem, the inverse $I^{-1} : \struct {X, \norm \cdot_2} \to \struct {X, \norm \cdot_1}$ is bounded.
So, there exists a real number $C' > 0$ such that:
- $\norm {I x}_1 = \norm x_1 \le C' \norm x_2$
Then we have:
- $\norm x_1 \le C' \norm x_2 \le C C' \norm x_1$
so that:
- $\ds \frac 1 {C'} \norm x_1 \le \norm x_2 \le C \norm x_1$
for $C, C' > 0$.
So $\norm \cdot_1$ and $\norm \cdot_2$ are equivalent.
$\blacksquare$