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⟩∣.]
Question
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⟩∣.]
Solution
This seems to be a mathematical proof question related to linear algebra, specifically about inner product spaces and bounded linear operators. Here's a step-by-step guide to prove the statement:
Step 1: Define the terms V and W are inner product spaces. f is a bounded linear operator from V to W. The norm of f is defined as the supremum of the norms of f(v) where v ranges over all vectors in V of norm 1.
Step 2: Use the hint According to Exercise 4.2, the norm of a vector v in an inner product space is equal to the supremum of the absolute value of the inner product of v and w, where w ranges over all vectors of norm 1.
Step 3: Apply the definition of the operator norm We have ∥f ∥ = sup∥v∥V =1 ∥f(v)∥W.
Step 4: Apply the result from Exercise 4.2 to ∥f(v)∥W We can replace ∥f(v)∥W with sup∥w∥W =1 ∣⟨f (v), w⟩W ∣.
Step 5: Combine the results So, we have ∥f ∥ = sup∥v∥V =1 sup∥w∥W =1 ∣⟨f (v), w⟩W ∣, which completes the proof.
Please note that this is a high-level explanation and the actual proof may require more detailed arguments depending on the level of rigor required.
Similar Questions
5. Let (V, ⟨⋅, ⋅⟩) be an inner product space. Prove that the inner product is a continuousfunction
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)⊥
7. Let (V, ⟨⋅, ⋅⟩) be an inner product space and let R, S be subsets of V .(a) Prove that S ∩ S⊥ = 0
Let A = a b c d , B = e f g h ∈ M2,2(R) and define hA, Bi = ae + bf + 2cg + 2dh. (a) Show hA, Bi is an inner product of M2,2(R).
Upgrade your grade with Knowee
Get personalized homework help. Review tough concepts in more detail, or go deeper into your topic by exploring other relevant questions.