Reactive programming

In mathematical analysis, the Hilbert–Schmidt theorem, also known as the eigenfunction expansion theorem, is a fundamental result concerning compact, self-adjoint operators on Hilbert spaces. In the theory of partial differential equations, it is very useful in solving elliptic boundary value problems.

Statement of the theorem

Let (H, ⟨ , ⟩) be a real or complex Hilbert space and let A : H → H be a bounded, compact, self-adjoint operator. Then there is a sequence of non-zero real eigenvalues λ_i, i = 1, ..., N, with N equal to the rank of A, such that |λ_i| is monotonically non-increasing and, if N = +∞,

$\underset{i\to +\mathrm{\infty }}{\lim }{\lambda }_i=0.$

Furthermore, if each eigenvalue of A is repeated in the sequence according to its multiplicity, then there exists an orthonormal set φ_i, i = 1, ..., N, of corresponding eigenfunctions, i.e.

$A{\phi }_i={\lambda }_i{\phi }_i\text{ for }i=1,\dots ,N.$

Moreover, the functions φ_i form an orthonormal basis for the range of A and A can be written as

$Au=\sum _{i=1}^N{\lambda }_i⟨{\phi }_i,u⟩{\phi }_i\text{ for all }u\in H.$

References

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