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Compact Operators

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Compactness in Hilbert Spaces

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In Hilbert spaces, an operator TT is compact if every bounded sequence (xn)(x_n) has a subsequence (xnk)(x_{n_k}) such that (Txnk)(Tx_{n_k}) is convergent.

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Rellich-Kondrachov Compactness Theorem

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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.

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Fredholm Alternative

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Fredholm Alternative states that for a compact operator TT and scalar λ0\lambda \neq 0, either the equation (TλI)x=0(T - \lambda I)x = 0 has a non-trivial solution, or the equation (TλI)x=y(T - \lambda I)x = y has a unique solution for every yy in the space.

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Ascoli-Arzelà Theorem

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A family of functions F\mathcal{F} on a compact space KK is relatively compact in C(K)C(K), the space of continuous functions on KK, if and only if F\mathcal{F} is uniformly bounded and equicontinuous.

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Compactness in LpL^p Spaces

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In LpL^p spaces for 1p<1 \leq p < \infty, an operator T:Lp(μ)Lp(μ)T: L^p(\mu) \to L^p(\mu) is compact if it satisfies conditions such as mapping weakly convergent sequences to strongly convergent sequences.

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Compact Operators and Limit Points

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For any sequence (xn)(x_n) in XX such that T(xn)T(x_n) has no convergent subsequence, TT is not a compact operator.

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Spectrum of a Compact Operator

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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.

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Properties of Compact Operators

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Compact operators are bounded, linear, and continuous, but not every bounded linear operator is compact.

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Kompakt's Theorem

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If XX is a Hilbert space, any compact self-adjoint operator on XX has an orthonormal basis of eigenvectors.

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Definition of Compact Operators

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A linear operator T:XYT: X \to Y between two Banach spaces is called compact if it maps bounded sets into precompact (or totally bounded) sets, which means their closure is compact.

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Invariance of Dimension under Compact Operators

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If T:XYT: X \to Y is a compact operator and XX is infinite-dimensional, then the dimension of the closure of T(X)T(X) is also infinite.

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Compact Operators on Normed Spaces

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If XX and YY are normed spaces and XX is compact, then every continuous linear operator T:XYT: X \to Y is a compact operator.

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Equivalence of Norm and Weak Topologies

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For a compact operator TT, the norm and weak topologies on T(B)T(B) for any bounded set BB are equivalent, meaning a sequence in T(B)T(B) converges in norm if and only if it converges weakly.

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Compactness in Product Spaces

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If T1:X1Y1T_1: X_1 \to Y_1 and T2:X2Y2T_2: X_2 \to Y_2 are compact operators, then the operator T:X1×X2Y1×Y2T: X_1 \times X_2 \to Y_1 \times Y_2 defined by T(x1,x2)=(T1x1,T2x2)T(x_1, x_2) = (T_1 x_1, T_2 x_2) is also compact.

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Volterra Operator

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The Volterra operator V:L2[0,1]L2[0,1]V: L^2[0,1] \to L^2[0,1] defined by (Vf)(x)=0xf(t)dt(Vf)(x) = \int_0^x f(t)dt is an example of a compact operator in function space.

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Eigenvalues of Compact Operators

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If TT is a compact operator on an infinite-dimensional Hilbert space, any non-zero eigenvalue λ\lambda of TT has finite multiplicity and the corresponding eigenspace is also compact.

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Schauder Bases and Compact Operators

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If a Banach space XX has a Schauder basis and T:XXT: X \to X is a compact operator, then TT can be approximated by operators with finite-dimensional ranges.

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Hausdorff Operators

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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.

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Compact Operators are Limit of Finite Rank Operators

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A linear operator TT is compact if and only if it is the limit (in the operator norm) of a sequence of finite rank operators.

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Compact Operator Adjoints

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If T:H1H2T: H_1 \to H_2 is a compact operator between Hilbert spaces H1H_1 and H2H_2, then its adjoint operator T:H2H1T^*: H_2 \to H_1 is also compact.

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