Math 2.0

Integral equations Definition

Collectively compact operator approximation

Builds on Banach spaceCompact operatorStrong operator topologyCompact set

Definition

Let XX be a Banach space with closed unit ball BB. Let 𝒦\mathcal{K} be a set of bounded linear operators Xβ†’XX \to X. The set 𝒦\mathcal{K} is collectively compact if {Lψ:Lβˆˆπ’¦, ψ∈B}\set{L\psi : L \in \mathcal{K}, \ \psi \in B} is relatively compact in XX. This means that its closure is compact. A sequence (Kn)(K_n) of bounded linear operators on XX is a collectively compact approximation of a bounded linear operator KK on XX if:

  1. KnΟˆβ†’KψK_n \psi \to K\psi for every ψ∈X\psi \in X, and
  2. the set {Kn:nβ‰₯1}\set{K_n : n \ge 1} is collectively compact.

Remarks

Every operator in a collectively compact set is compact, and the limit KK in the definition is compact as well. The main result assumes that KnK_n is a collectively compact approximation of KK and that Iβˆ’KI - K is injective. Then for large nn the operators Iβˆ’KnI - K_n are invertible with uniformly bounded inverses. The solutions of Ο†nβˆ’KnΟ†n=f\varphi_n - K_n\varphi_n = f then satisfy βˆ₯Ο†nβˆ’Ο†βˆ₯≀Cβˆ₯KnΟ†βˆ’KΟ†βˆ₯\norm{\varphi_n - \varphi} \le C \norm{K_n\varphi - K\varphi}. The proof uses that βˆ₯(Knβˆ’K)Kβˆ₯β†’0\norm{(K_n - K) K} \to 0 and βˆ₯(Knβˆ’K)Knβˆ₯β†’0\norm{(K_n - K) K_n} \to 0, although βˆ₯Knβˆ’Kβˆ₯\norm{K_n - K} need not tend to 00.

Example: let X=C[0,1]X = C[0, 1], let kk be continuous on [0,1]2[0, 1]^2, and let (Knψ)(x)=1nβˆ‘j=1nk(x,jn)ψ(jn)(K_n\psi)(x) = \frac{1}{n}\sum_{j=1}^{n} k(x, \frac{j}{n}) \psi(\frac{j}{n}). For ψ∈B\psi \in B one has ∣Knψ(x)βˆ£β‰€max⁑∣k∣\abs{K_n\psi(x)} \le \max \abs{k} and ∣Knψ(x)βˆ’Knψ(xβ€²)βˆ£β‰€max⁑t∣k(x,t)βˆ’k(xβ€²,t)∣\abs{K_n\psi(x) - K_n\psi(x')} \le \max_t \abs{k(x, t) - k(x', t)}, so the family is uniformly bounded and equicontinuous, hence relatively compact by the Arzelà–Ascoli theorem. Riemann sums converge, so KnΟˆβ†’KψK_n\psi \to K\psi uniformly with (Kψ)(x)=∫01k(x,t)ψ(t) dt(K\psi)(x) = \int_0^1 k(x, t) \psi(t) \, dt. In general βˆ₯Knβˆ’Kβˆ₯β†’ΜΈ0\norm{K_n - K} \not\to 0 here: for k=1k = 1, functions ψ\psi in BB that equal βˆ’1-1 at the nodes and have integral close to 11 show βˆ₯Knβˆ’Kβˆ₯=2\norm{K_n - K} = 2 for every nn.

Non-example: on X=β„“2X = \ell^2, let KnK_n be the projection onto the first nn coordinates. Then KnΟˆβ†’ΟˆK_n \psi \to \psi for every ψ\psi, but the set {Knen}={en}\set{K_n e_n} = \set{e_n} has no convergent subsequence, so clause 2 fails; indeed the limit II is not compact.

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  1. Banach space concept
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Further reading

  1. Web https://en.wikipedia.org/wiki/Compact_operator
About this page
Tag1JNFB7XBDN
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Kinddefinition
WritingW0 stub
MSC45L05, 47A58, 65R20
DefinesCollectively compact operator approximation
UsesBanach space, Compact operator, Strong operator topology, Compact set

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