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Hilbert spaces are uniformly convex
Statement
Here a Hilbert space means a real or complex inner product space that is complete for its induced norm. Every Hilbert space is uniformly convex. More precisely, for the parallelogram identity gives the modulus
Facts & Assumptions
Given: A real or complex inner product space , complete for its induced norm, and a real number .
The inner product is linear in the first variable, conjugate-linear in the second, conjugate symmetric, and positive definite (Real and complex inner product spaces, with the inner product linear in the first argument). Its induced norm is (The norm induced by a real or complex inner product).
The induced function is nonnegative, definite, absolutely homogeneous, and satisfies the triangle inequality (The inner-product norm is definite, homogeneous, and satisfies the triangle inequality).
A normed space complete for its norm metric is Banach (Banach space). Such a space is uniformly convex exactly when for every a positive gives the required midpoint drop for every pair in its closed unit ball (Uniformly convex Banach space).
Every nonnegative real has a unique nonnegative square root, and squaring is strictly increasing on the nonnegative reals (Square roots exist: a unique with ; the positives are , Squaring is monotone on the nonnegatives).
Proof
By [F2], the induced function is a norm. The assumed completeness and [F3] therefore make a real or complex Banach space. This also covers the zero Hilbert space.
For arbitrary , expand with [F1]: while Adding cancels the two cross terms, over both scalar fields, and gives
Now let lie in the closed unit ball and suppose . By [F2] and step 1.2, The radicand belongs to because . Let as in [F4]. If , then either or strict monotonicity of squaring gives , whereas ; hence . Since both and are nonnegative, their squared inequality and strict monotonicity of squaring give Thus . At , and .
Step 2.1 applies to every closed-unit-ball pair satisfying the separation hypothesis and supplies a positive number depending only on . Therefore [F3] proves that is uniformly convex. No choice principle is used: the square root in the displayed formula is unique by [F4].
Remarks
The definition of Hilbert space needed by this example is given explicitly in the statement. The proof uses only the earlier inner-product page and does not cite the later Hilbert-space geometry and Riesz-representation page.
Depends on
- Banach space
- Uniformly convex Banach space
- Real and complex inner product spaces, with the inner product linear in the first argument
- The norm $\lVert v\rVert=\sqrt{\langle v,v\rangle}$ induced by a real or complex inner product
- The inner-product norm is definite, homogeneous, and satisfies the triangle inequality
- Square roots exist: a unique $\sqrt{a} \ge 0$ with $(\sqrt{a})^2 = a$; the positives are $\{x^2 : x \neq 0\}$
- Squaring is monotone on the nonnegatives
Used by
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