5. Let (V, ⟨⋅, ⋅⟩) be an inner product space. Prove that the inner product is a continuousfunction
Question
- Let (V, ⟨⋅, ⋅⟩) be an inner product space. Prove that the inner product is a continuousfunction
Solution
To prove that the inner product is a continuous function, we need to show that for any sequences of vectors {x_n} and {y_n} in V that converge to x and y respectively, the sequence of inner products {⟨x_n, y_n⟩} converges to ⟨x, y⟩.
Step 1: Start with the definition of the inner product and its properties. The inner product is a function ⟨⋅, ⋅⟩: V × V → F (where F is the field of scalars, either real or complex numbers) that satisfies the following properties:
- Conjugate symmetry: ⟨x, y⟩ = ⟨y, x⟩*
- Linearity in the first argument: ⟨ax + by, z⟩ = a⟨x, z⟩ + b⟨y, z⟩ for all scalars a, b and all vectors x, y, z in V.
- Positive-definiteness: ⟨x, x⟩ ≥ 0 with equality if and only if x = 0.
Step 2: Use the properties of the inner product and the triangle inequality to show that |⟨x_n - x, y_n - y⟩| ≤ |⟨x_n - x, y_n⟩| + |⟨x, y_n - y⟩|.
Step 3: Use the Cauchy-Schwarz inequality to show that |⟨x_n - x, y_n⟩| ≤ ||x_n - x|| ||y_n|| and |⟨x, y_n - y⟩| ≤ ||x|| ||y_n - y||.
Step 4: Since {x_n} and {y_n} are convergent sequences, ||x_n - x|| → 0 and ||y_n - y|| → 0 as n → ∞. Therefore, |⟨x_n - x, y_n⟩| → 0 and |⟨x, y_n - y⟩| → 0 as n → ∞.
Step 5: Therefore, |⟨x_n - x, y_n - y⟩| → 0 as n → ∞, which means that {⟨x_n, y_n⟩} converges to ⟨x, y⟩. This proves that the inner product is a continuous function.
Similar Questions
Let V, W be inner product spaces and let f ∈ B(V, W ). Prove that∥f ∥ = sup∥v∥V =∥w∥W =1∣⟨f (v), w⟩W ∣.[Hint: Use Exercise 4.2 which says that ∥v∥ = sup∥w∥=1 ∣⟨v, w⟩∣.]
7. Let (V, ⟨⋅, ⋅⟩) be an inner product space and let R, S be subsets of V .(a) Prove that S ∩ S⊥ = 0
The inner product of the two vectors shown is:
Let (V, ⟨⋅, ⋅⟩) be an inner product space. For any v ∈ V we have∥v∥ = sup∥w∥=1∣⟨v, w⟩∣.The supremum is in fact achieved by a well-chosen w.
7. Let (V, ⟨⋅, ⋅⟩) be an inner product space and let R, S be subsets of V .(a) Prove that S ∩ S⊥ = 0.(b) Prove that if R ⊆ S then S⊥ ⊆ R⊥.(c) Prove that S ⊆ (S⊥)⊥.(d) Prove that S⊥ = Span(S)⊥
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