Equivalent conditions for a linear map between two normed spaces to be continuous everywhere/3 implies 4
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< Equivalent conditions for a linear map between two normed spaces to be continuous everywhere
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Statement
Given two normed spaces (X,∥⋅∥X) and (Y,∥⋅∥Y) and also a linear map L:X→Y then we have:
- If L is a bounded linear map, that is to say;
- ∃A≥0 ∀x∈X[∥L(x)∥Y≤A∥x∥X] then:
- L is everywhere continuous
Proof
This is a straight forward implication proof. We suppose by hypothesis that ∃A≥0 ∀x∈X[∥L(x)∥Y≤A∥x∥X] is true.
We wish to show that L is continuous everywhere, this means ∀x∈X[L is continuous at x], I will use sequential continuity in this proof (that is: ∀(xn)∞n=1→x[lim, or the image of the sequence under L converges to the image of x under L)
- Let x\in X be given (arbitrary point)
- Let \epsilon >0 be given (we will show that \left\Vert L(x_n)-L(x)\right\Vert_Y<\epsilon)
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- Choose N such that \forall n\in\mathbb{N}\left[n>N\implies\Vert x_n-x\Vert_X<\frac{\epsilon}{A}\right] (Where A is the A in the hypothesis of L being a bounded linear map)
- Let n\in\mathbb{N} be given
- If n\le N then we're done. By the truth table of implies if the RHS (\Vert L(x_n)-L(x)\Vert_Y<\epsilon) is true or false, the implication is true, so this literally doesn't matter.
- If n>N then:
- \Vert L(x_n)-L(x)\Vert_Y=\overbrace{\Vert L(x_n-x)\Vert_Y}^\text{by linearity}\le\overbrace{A\Vert x_n-x\Vert_X}^{\text{boundedness of }L}<A\frac{\epsilon}{A}=\epsilon
- Thus we have shown n>N\implies \Vert L(x_n)-L(x)\Vert_Y<\epsilon as required.
That completes the proof