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Theme 2 — Hilbert Spaces and Dirac Notation

The parallelogram identity

Keywords: pre-Hilbert space · supremum norm · parallelogram identity · counterexample

Exercise 1 : The parallelogram identity

Question 1
Let E=C0([0,1],C)E = \mathcal{C}^0([0,1],\mathbb{C}) be the space of continuous complex-valued functions on [0,1][0,1], equipped with the norm ∥f∥∞=sup⁡t∈[0,1]∣f(t)∣.\|f\|_\infty = \sup_{t \in [0,1]} |f(t)|.

Show that (E,∥⋅∥∞)(E, \|\cdot\|_\infty) is not a pre-Hilbert space.

Hint
You must show that the norm cannot be induced by an inner product, and hence find a counterexample to the parallelogram identity. Try using simple functions.

Solution
It suffices to show that ∥⋅∥∞\|\cdot\|_\infty violates the parallelogram identity:

∥f+g∥2+∥f−g∥2=2(∥f∥2+∥g∥2).\|f + g\|^2 + \|f - g\|^2 = 2\bigl(\|f\|^2 + \|g\|^2\bigr).

Set f(t)=1f(t) = 1 and g(t)=tg(t) = t. We compute:

∥f∥∞=1,∥g∥∞=1,∥f+g∥∞=sup⁡t∈[0,1]∣1+t∣=2,∥f−g∥∞=sup⁡t∈[0,1]∣1−t∣=1.\|f\|_\infty = 1, \quad \|g\|_\infty = 1, \quad \|f+g\|_\infty = \sup_{t\in[0,1]}|1+t| = 2, \quad \|f-g\|_\infty = \sup_{t\in[0,1]}|1-t| = 1.

It follows that:

∥f+g∥∞2+∥f−g∥∞2=4+1=5≠4=2(∥f∥∞2+∥g∥∞2).\|f+g\|_\infty^2 + \|f-g\|_\infty^2 = 4 + 1 = 5 \neq 4 = 2\bigl(\|f\|_\infty^2 + \|g\|_\infty^2\bigr).

The parallelogram identity is therefore not satisfied, which implies that ∥⋅∥∞\|\cdot\|_\infty cannot be induced by any inner product. The space (E,∥⋅∥∞)(E,\|\cdot\|_\infty) is not a pre-Hilbert space.