Paper 2, Section II, F

Linear Analysis
Part II, 2018

Let X,YX, Y be Banach spaces and let B(X,Y)\mathcal{B}(X, Y) denote the space of bounded linear operators T:XYT: X \rightarrow Y.

(a) Define what it means for a bounded linear operator T:XYT: X \rightarrow Y to be compact. Let Ti:XYT_{i}: X \rightarrow Y be linear operators with finite rank, i.e., Ti(X)T_{i}(X) is finite-dimensional. Assume that the sequence TiT_{i} converges to TT in B(X,Y)\mathcal{B}(X, Y). Show that TT is compact.

(b) Let T:XYT: X \rightarrow Y be compact. Show that the dual map T:YXT^{*}: Y^{*} \rightarrow X^{*} is compact. [Hint: You may use the Arzelà-Ascoli theorem.]

(c) Let XX be a Hilbert space and let T:XXT: X \rightarrow X be a compact operator. Let (λj)\left(\lambda_{j}\right) be an infinite sequence of eigenvalues of TT with eigenvectors xjx_{j}. Assume that the eigenvectors are orthogonal to each other. Show that λj0\lambda_{j} \rightarrow 0.