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Compact Operators
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Compactness in Hilbert Spaces
In Hilbert spaces, an operator is compact if every bounded sequence has a subsequence such that is convergent.
Rellich-Kondrachov Compactness Theorem
In Sobolev spaces, the Rellich-Kondrachov theorem asserts that certain embeddings (inclusions) of Sobolev spaces are compact; specifically, the embedding from a higher order Sobolev space to a lower order space is compact under certain conditions related to the domain's boundedness and smoothness.
Fredholm Alternative
Fredholm Alternative states that for a compact operator and scalar , either the equation has a non-trivial solution, or the equation has a unique solution for every in the space.
Ascoli-Arzelà Theorem
A family of functions on a compact space is relatively compact in , the space of continuous functions on , if and only if is uniformly bounded and equicontinuous.
Compactness in Spaces
In spaces for , an operator is compact if it satisfies conditions such as mapping weakly convergent sequences to strongly convergent sequences.
Compact Operators and Limit Points
For any sequence in such that has no convergent subsequence, is not a compact operator.
Spectrum of a Compact Operator
The spectrum of a compact operator on an infinite-dimensional space consists of zero and an at most countable set of eigenvalues with no accumulation point except possibly at zero.
Properties of Compact Operators
Compact operators are bounded, linear, and continuous, but not every bounded linear operator is compact.
Kompakt's Theorem
If is a Hilbert space, any compact self-adjoint operator on has an orthonormal basis of eigenvectors.
Definition of Compact Operators
A linear operator between two Banach spaces is called compact if it maps bounded sets into precompact (or totally bounded) sets, which means their closure is compact.
Invariance of Dimension under Compact Operators
If is a compact operator and is infinite-dimensional, then the dimension of the closure of is also infinite.
Compact Operators on Normed Spaces
If and are normed spaces and is compact, then every continuous linear operator is a compact operator.
Equivalence of Norm and Weak Topologies
For a compact operator , the norm and weak topologies on for any bounded set are equivalent, meaning a sequence in converges in norm if and only if it converges weakly.
Compactness in Product Spaces
If and are compact operators, then the operator defined by is also compact.
Volterra Operator
The Volterra operator defined by is an example of a compact operator in function space.
Eigenvalues of Compact Operators
If is a compact operator on an infinite-dimensional Hilbert space, any non-zero eigenvalue of has finite multiplicity and the corresponding eigenspace is also compact.
Schauder Bases and Compact Operators
If a Banach space has a Schauder basis and is a compact operator, then can be approximated by operators with finite-dimensional ranges.
Hausdorff Operators
In a locally convex topological vector space, an operator is termed Hausdorff if its range is not only precompact but also if the closure of its range is actually compact.
Compact Operators are Limit of Finite Rank Operators
A linear operator is compact if and only if it is the limit (in the operator norm) of a sequence of finite rank operators.
Compact Operator Adjoints
If is a compact operator between Hilbert spaces and , then its adjoint operator is also compact.
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