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Finite-rank spectral pieces of a self-adjoint compact convolution operator
Statement
Assume the Axiom of Choice (The Axiom of Choice). Let be a compact Hausdorff group with normalized Haar probability and let satisfy , so is compact and self-adjoint (Compact convolution operators commute with right translations and have conjugate-kernel adjoints, L² convolution on a compact group is Hilbert–Schmidt). Let and .
- is finite or countably infinite, each is finite dimensional, distinct eigenspaces are orthogonal, and the closed linear span of is , so is an orthogonal Hilbert-space direct sum.
- Every () and are invariant under the right regular representation ; consequently each is a finite-dimensional continuous unitary representation of under .
Facts & Assumptions
The spectral theorem for a compact self-adjoint operator on a Hilbert space : the set of nonzero eigenvalues is finite or countably infinite, each eigenspace is finite dimensional, the closed linear span of equals , and with . (Spectral theorem for compact self adjoint operators)
Eigenspaces of a self-adjoint operator belonging to distinct eigenvalues are orthogonal. (Eigenspaces of a self adjoint operator are orthogonal)
Under the convolution operator is compact and self-adjoint, and each eigenspace and the kernel are invariant under the right regular representation . (Compact convolution operators commute with right translations and have conjugate-kernel adjoints, L² convolution on a compact group is Hilbert–Schmidt)
For pairwise orthogonal closed subspaces whose closed linear span is , the canonical map from their Hilbert direct sum onto is a unitary intertwiner; and a representation that restricts to representations on such a family of -invariant subspaces is the Hilbert direct sum of those subrepresentations. (Hilbert direct sums of unitary representations)
Every closed linear subspace of a Hilbert space satisfies . (Orthogonal decomposition by a closed subspace, Orthogonality and the orthogonal complement)
The right regular representation is a strongly continuous unitary representation of on , and its restriction to a closed invariant subspace is again a strongly continuous unitary representation. (The regular representations are unitary, strongly continuous, and the left one is faithful, Left and right regular unitary representations of an LCH group)
Proof
Given: AC, a compact Hausdorff group with normalized Haar probability , a class with , the compact self-adjoint operator , and the set of its nonzero eigenvalues with eigenspaces .
The spectral theorem [F1] applied to gives that is finite or countably infinite, that every is finite dimensional, and that the closed linear span of equals ; distinct eigenspaces are orthogonal by [F2]; [F5] applied to the closed subspace gives with , so and hence as an orthogonal decomposition; since the are pairwise orthogonal closed subspaces with closed linear span , the canonical map is a unitary isomorphism by [F4], so is an orthogonal Hilbert-space direct sum; this is (1).
By the choice and [F3], every and is invariant under the right regular representation ; each is closed and finite dimensional by step 1.1, and by [F6] the restriction of to is a strongly continuous unitary representation of , hence a finite-dimensional continuous unitary representation; this is (2), and it also exhibits as the Hilbert direct sum of these subrepresentations and the kernel by [F4]. The Axiom of Choice is consumed through the normalized Haar probability, the compact self-adjoint spectral theorem and the cited Hilbert-space suppliers; the argument above is choice-free apart from those inputs.
Depends on
- Compact convolution operators commute with right translations and have conjugate-kernel adjoints
- L² convolution on a compact group is Hilbert–Schmidt
- Spectral theorem for compact self adjoint operators
- Orthonormal eigenbasis for a compact self adjoint operator
- Eigenspaces of a self adjoint operator are orthogonal
- Left and right regular unitary representations of an LCH group
- The regular representations are unitary, strongly continuous, and the left one is faithful
- Compact linear operator
- Hilbert space
- Orthogonality and the orthogonal complement
- Orthogonal decomposition by a closed subspace
- The Axiom of Choice
- Hilbert direct sums of unitary representations
Used by
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Sources
- Emmanuel Kowalski, An Introduction to the Representation Theory of Groups (author-hosted draft, 338 pp.) (standard reference, not scraped)
- Terence Tao, 254A Notes 3 (author-hosted lecture notes, 2011) (standard reference, not scraped)