Sunday, 18 May 2014

analysis - What are the range and the norm of this bounded linear operator?



Given the normed space of all bounded sequences of (real or complex) numbers with the norm given by ||x||:=sup for each x:=(\xi_j)_{j=1}^\infty in \ell^\infty, and given the linear operator T \colon \ell^\infty \to \ell^\infty defined as T(\xi_j)_{j=1}^\infty := (\frac{\xi_j}{j})_{j=1}^\infty, while T is bounded, how to compute the norm of T, and how to find its range?




What is the range of T? And what is its norm? Is the range a closed set in \ell^\infty?



This operator being injective admits an inverse. (This inverse is also a linear operator from the range to the domain space.) Is the inverse a bounded operator too?


Answer



It is obvious that \Vert Tx\Vert_\infty\leq\Vert x\Vert_\infty, hence
\Vert T\Vert\leq 1. Since \Vert T(1,0,0,\ldots)\Vert_\infty=\Vert (1,0,\ldots)\Vert_\infty, we conclude that \Vert T\Vert=1.



One can easily verify that
T(l^\infty)=\left\{(\xi_j):\exists C>0 \text{ such that } |\xi_j|\leq C/j\text{ for all j}\right\}




T(l^\infty) is not closed in l^\infty: Let x_n=(1,\dfrac{1}{\sqrt{2}},\ldots,\dfrac{1}{\sqrt{n}},0,0,\ldots)=T(1,\sqrt{2},\ldots,\sqrt{n},0,\ldots). The sequence (x_n) obviously converges to x=\left(1/\sqrt{j}\right)_{j=1}^\infty\in l^\infty, which does not lie in T(l^\infty) (if it did, what would be it's pre-image?).



The inverse operator T^{-1} is not bounded: Consider the sequence (x_n)\subseteq T(l^\infty) as above. This sequence is bounded but the image
\left\{T^{-1}x_n\right\} is not, since \Vert T^{-1}x_n\Vert_\infty=\sqrt{n}.



You could also argue in this way: If T^{-1} were bounded, then for every Cauchy sequence (y_n)\in T(l^\infty), the sequence (T^{-1} y_n) would also be Cauchy, and hence would converge to some x\in l^\infty since l^\infty is complete. But then, since T is bounded, y_n would converge to Tx. Then T(l^\infty) would be complete, contradicting the fact that it is not closed in l^\infty (this argument can actually be used to show that if T:X\rightarrow Y is an isomorphism between a Banach space X and some normed space Y such that T and T^{-1} are bounded, then Y is Banach).


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