Let Π,ˆΠ be two linear operators from U to V. The norm-distance is defined as ||ˆΠ−Π||=supx∈U||(ˆΠ−Π)x||||x||
Let us define a continuous bounded function g:V→R,
Claim: So for every ϵ>0, ∃δ>0 such that
supx∈U||(ˆΠ−Π)x||||x||<ϵ⇒supx∈U||g(ˆΠx)−g(Πx)||||x||<δ.
Is the claim is right based on the "continuity" and bounded (only) assumption of g? Or do we need uniform continuity as well?
Thanks.
Answer
The claim is not true for merely continuous and bounded g. For instance, take
g(v):=min(√‖v‖,1).
Fix x such that Πx≠ˆΠx.
Then for s>0 such that ‖sˆΠx‖≤1 and ‖sΠx‖≤1
‖g(sˆΠx)−g(sΠx)‖=√s|√‖ˆΠx‖−√Πx|,
hence for s↘0 the quantity
‖g(sˆΠx)−g(sΠx)‖‖sx‖
blows up.
If in addition, g is globally Lipschitz continuous, i.e., |g(v1)−g(v2)|≤L‖v1−v2‖ for all v1,v2∈V the claim can be proven easily.
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