Proof of The Negative-Order Sobolev Triple of the Torus: a Diagonal Hilbert Triple whose Form Operator Is One Minus the Laplacian
lemmalem:sobolev-triple-white-noise-torus-2026aAlong an enumeration, the weighted coefficient subspace of the order -(s+1) space for the rescaled trigonometric basis and the Fourier weights is the order -s space with its inner product, because the weights cancel one power of the inverse square roots; the diagonal-triple definition and lemma then supply the triple, its domain and its operator, and the eigenvector and Laplacian identities are verified against the defining property of the form operator by comparing coefficients.
Each result cited is universally quantified over the data in its own statement. Coefficient families are compared pointwise: two elements of are equal exactly when their values agree at every , and the operations of the Sobolev spaces are the pointwise operations of The Real Vector Space of Real-Valued Functions on a Set §vector-space, as recorded in The Negative-Order Sobolev Spaces of the Torus §space. Squares of real numbers satisfy by claim 3 of Properties of Natural Number Powers in a Field. The clauses of The Negative-Order Sobolev Spaces of the Torus are Hilbert Spaces: the Embedding of the Square-Integrable Classes, the Rescaled Trigonometric Basis, the Series Form of the Inner Product and the Inclusion of the Scale are applied with its equal to and to ; by its clause The Negative-Order Sobolev Spaces of the Torus are Hilbert Spaces: the Embedding of the Square-Integrable Classes, the Rescaled Trigonometric Basis, the Series Form of the Inner Product and the Inclusion of the Scale §weights, , and because . Hence, for every ,
by the commutativity and associativity of multiplication; this identity is referred to as (I) below. An enumeration exists by The Integer Lattice Admits an Enumeration by the Natural Numbers §enumeration.
Claim 1. Let be an enumeration. By The Negative-Order Sobolev Spaces of the Torus are Hilbert Spaces: the Embedding of the Square-Integrable Classes, the Rescaled Trigonometric Basis, the Series Form of the Inner Product and the Inclusion of the Scale §hilbert and The Negative-Order Sobolev Spaces of the Torus are Hilbert Spaces: the Embedding of the Square-Integrable Classes, the Rescaled Trigonometric Basis, the Series Form of the Inner Product and the Inclusion of the Scale §basis, applied with , the space is a real Hilbert space and defines an orthonormal basis of ; and defines a sequence of real numbers with by Summability of the Negative Powers of the Fourier Weights of the Torus §product. For and write ; by The Negative-Order Sobolev Spaces of the Torus are Hilbert Spaces: the Embedding of the Square-Integrable Classes, the Rescaled Trigonometric Basis, the Series Form of the Inner Product and the Inclusion of the Scale §basis with ,
by (I). Let be the weighted coefficient subspace of determined by and as in The Weighted Coefficient Subspace Determined by an Orthonormal Basis and a Sequence of Weights: the set of for which converges, with inner product . By the display and The Negative-Order Sobolev Spaces of the Torus are Hilbert Spaces: the Embedding of the Square-Integrable Classes, the Rescaled Trigonometric Basis, the Series Form of the Inner Product and the Inclusion of the Scale §series with , a family lies in exactly when converges, that is, exactly when ; since by The Negative-Order Sobolev Spaces of the Torus are Hilbert Spaces: the Embedding of the Square-Integrable Classes, the Rescaled Trigonometric Basis, the Series Form of the Inner Product and the Inclusion of the Scale §inclusion with , this gives as sets. For , the same computation, with and and then (I), gives for every , so by The Negative-Order Sobolev Spaces of the Torus are Hilbert Spaces: the Embedding of the Square-Integrable Classes, the Rescaled Trigonometric Basis, the Series Form of the Inner Product and the Inclusion of the Scale §series with . Thus with its inner product is with .
By The Diagonal Hilbert Triple Determined by an Orthonormal Basis and a Sequence of Weights §triple, the diagonal Hilbert triple determined by and is the Hilbert triple formed by , by with its inner product, and by the form operator these two spaces determine; that definition records, by The Weighted Coefficient Subspace Determined by an Orthonormal Basis and a Sequence of Weights §subspace, The Weighted Coefficient Subspace Determined by an Orthonormal Basis and a Sequence of Weights §complete and The Weighted Coefficient Subspace Determined by an Orthonormal Basis and a Sequence of Weights §dense, that is a linear subspace of with for , is a real Hilbert space with , and is dense in , which are the requirements of Hilbert Triple: a Densely and Continuously Embedded Hilbert Space and Its Form Operator §triple. Since the form operator is determined by and by with its inner product alone, the triple of the statement is a Hilbert triple and coincides with that diagonal triple. The metric space is separable by The Negative-Order Sobolev Spaces of the Torus are Hilbert Spaces: the Embedding of the Square-Integrable Classes, the Rescaled Trigonometric Basis, the Series Form of the Inner Product and the Inclusion of the Scale §hilbert with , so Hilbert Triples: Standing Notation and Background §separable holds for . As was an arbitrary enumeration, claim 1 is proved.
Claim 2. Let be an enumeration. By claim 1, is the diagonal Hilbert triple determined by and , and the standing hypothesis of Hilbert Triples: Standing Notation and Background holds for it. Hence The Form Operator and the Riesz Map of a Diagonal Hilbert Triple §domain gives that is the set of for which converges and that converges in with sum for such , where by The Negative-Order Sobolev Spaces of the Torus are Hilbert Spaces: the Embedding of the Square-Integrable Classes, the Rescaled Trigonometric Basis, the Series Form of the Inner Product and the Inclusion of the Scale §basis with .
Claim 3. Let . By The Negative-Order Sobolev Spaces of the Torus are Hilbert Spaces: the Embedding of the Square-Integrable Classes, the Rescaled Trigonometric Basis, the Series Form of the Inner Product and the Inclusion of the Scale §basis, applied with and with , the value equals if and otherwise, and likewise equals if and otherwise; while equals if and otherwise by Properties of the Fourier Coefficients on the Torus, and the Realisation of Weighted Coefficient Families §system. Comparing values pointwise, using and ,
In particular and , by The Negative-Order Sobolev Spaces of the Torus are Hilbert Spaces: the Embedding of the Square-Integrable Classes, the Rescaled Trigonometric Basis, the Series Form of the Inner Product and the Inclusion of the Scale §embedding, and , the space being a linear subspace of .
Let . By condition (c) and condition (a) of Real Inner Product Space §inner-product and by The Negative-Order Sobolev Spaces of the Torus are Hilbert Spaces: the Embedding of the Square-Integrable Classes, the Rescaled Trigonometric Basis, the Series Form of the Inner Product and the Inclusion of the Scale §basis with ,
and likewise, by condition (c) and condition (a), by The Negative-Order Sobolev Spaces of the Torus are Hilbert Spaces: the Embedding of the Square-Integrable Classes, the Rescaled Trigonometric Basis, the Series Form of the Inner Product and the Inclusion of the Scale §basis with , and then by (I),
So for every , with ; by Hilbert Triple: a Densely and Continuously Embedded Hilbert Space and Its Form Operator §operator, and . The same computation for : by condition (c), and , the scalars and being interchanged by condition 5 of Vector Space over a Field, applied twice, and the commutativity of multiplication in ; so and by Hilbert Triple: a Densely and Continuously Embedded Hilbert Space and Its Form Operator §operator.
Claim 4. Let and put and . By The Laplacian of the Trigonometric System, and the Fourier Coefficients of a Laplacian on the Torus §coefficients, and lie in and, for every , , the Fourier coefficients being those of The Fourier Coefficients of a Square-Integrable Class on the Torus §coefficients. By The Negative-Order Sobolev Spaces of the Torus are Hilbert Spaces: the Embedding of the Square-Integrable Classes, the Rescaled Trigonometric Basis, the Series Form of the Inner Product and the Inclusion of the Scale §embedding, , and both and lie in ; put , the difference being pointwise, so that for every
the first equality because for a real number , and the second by distributivity. Let and let be an enumeration. By The Negative-Order Sobolev Spaces of the Torus are Hilbert Spaces: the Embedding of the Square-Integrable Classes, the Rescaled Trigonometric Basis, the Series Form of the Inner Product and the Inclusion of the Scale §series with and with , and by (I),
both series converging by that clause; the two series have the same terms, hence the same sum. Thus for every , and Hilbert Triple: a Densely and Continuously Embedded Hilbert Space and Its Form Operator §operator gives with , which is claim 4.
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