Proof of The Laplacian of the Trigonometric System, and the Fourier Coefficients of a Laplacian on the Torus
lemmalem:laplacian-trigonometric-system-torus-2026aDifferentiating the known first partial derivative of a member of the trigonometric system a second time returns a multiple of the member itself, because reflecting one frequency coordinate twice restores the frequency. The coefficient identity follows by moving both derivatives onto the trigonometric factor through the weak-derivative test identity, applied once with the member and once with its partial derivative as test function.
Each result cited is universally quantified over the data in its own statement, and is applied here to the data named. For and let be the point of whose -th component is and whose -th component is for with , as introduced in The Trigonometric System is Continuously Differentiable and Orthogonal in the Sobolev Space of the Torus, which records that and that
by The Trigonometric System is Continuously Differentiable and Orthogonal in the Sobolev Space of the Torus §classical. Pointwise sums, scalar multiples and products of maps on are those of Constants, Coordinate Functions, Sums and Products of Functions on a Euclidean Open Set.
Claim 1 (Reflecting one component twice). Let and . Then and .
The first is the definition of . For the second, the -th component of is , which is because in a field the additive inverse of is unique and is one such; and for the -th component of is . The two points of therefore have the same components, so they are equal by claim 1 of Euclidean Points as Tuples of Real Numbers.
Claim 2 (Clause 1). Let and . Applying the displayed identity of the preamble to in place of , and then claim 1,
for every , using claim 2 of Zero Products and Elementary Identities in a Field for .
Now is the scalar multiple of , by the preamble. Since the partial derivative of with respect to the -th variable exists at every point, claim 1 of Constants, Coordinate Functions, Sums and Products of Functions on a Euclidean Open Set gives, for every ,
the last equality being field arithmetic together with claim 2 of Zero Products and Elementary Identities in a Field.
It remains to see that is of class on and lies in . It is of class on , being a member of by the preamble and Lattice-Periodic Functions and the Periodic Function Classes §classes; and for each the function is of class on by claim 3 of Constants, Coordinate Functions, Sums and Products of Functions on a Euclidean Open Set, since is. By clause 2 of C^k Maps on a Euclidean Open Set, read with the scalar convention of clause 3 there, is of class on ; and it is -periodic, being in , so it lies in by Lattice-Periodic Functions and the Periodic Function Classes §classes.
Claim 3 (Clause 2). Let and . By The Laplacian of a Twice Continuously Differentiable Function §laplacian, applicable since is of class on by claim 2, and then by claim 2 again,
the last step by the homogeneity of claim 3 of Properties of Finite Sums. By claim 1 of Elementary Properties of the Euclidean Norm on the remaining sum is , which gives clause 2.
Claim 4 (Regularity in clause 3). Let and . Then is of class on by claim 2 of Euclidean Space is Open in Itself, and Maps are Continuous, hence , and by claim 3 of that lemma with Lattice-Periodic Functions and the Periodic Function Classes §classes. By Elementary Properties of Lattice-Periodic Functions §derivative one has , and then by that clause again.
Next, . For let be the map with . Throughout this paragraph denotes the successor of , the two being equal by claim 1 of Arithmetic of Addition on the Natural Numbers, so that the clauses cited below, which are phrased with the successor map, apply as written.
Let be the union of the set of with and the set of with . Then : if this is immediate, and otherwise by claim 1 of Properties of Finite Sums, which lies in by the previous paragraph. Let ; we show . If this is immediate, so assume ; then , since by claim 5 of Properties of the Order on the Natural Numbers, hence by claim 1 of that lemma, and , so by the transitivity of in claim 1. Therefore , and by the recursion in claim 1 of Properties of Finite Sums the map is the pointwise sum , which lies in by Elementary Properties of Lattice-Periodic Functions §algebra. By Principle of Induction for the Natural Numbers with the inductive set we get , and since this gives . By The Laplacian of a Twice Continuously Differentiable Function §laplacian the map is .
Consequently and are measurable with respect to and belong to , by Continuous Periodic Functions are Power-Integrable and Dense on the Torus §member; the same applies to , and for every , the last by The Trigonometric System on the Torus is Orthonormal §classes.
Claim 5 (Moving one derivative at a time). Let , and . Then
By claim 1 of Elementary Properties of the Weak Partial Derivative on the Torus, applied to and to from claim 4, the class is the -th weak partial derivative of in , and is the -th weak partial derivative of in .
The map lies in : it is the scalar multiple of , so Elementary Properties of Lattice-Periodic Functions §algebra applies. Now apply claim 3 of Elementary Properties of the Weak Partial Derivative on the Torus twice: first with the class , its weak derivative , the representatives and , and the test function ; then with the class , its weak derivative , the representatives and , and the test function . This gives
and
Combining the two, the left-hand side of the first display equals the negative of the left-hand side of the second, so
By claim 2 the map is the scalar multiple , so the integrand on the right is at every point of . The product is integrable, being a product of two members of by claim 4 and The Lebesgue Space of Square-Integrable Functions is a Real Hilbert Space §inner-product; so Linearity of the Lebesgue Integral over a Finite Sum of Integrable Functions §linear, used with the single summand and the constant , moves that constant out of the integral and yields the assertion.
Claim 6 (Clause 3). Let and ; the membership assertions of clause 3 are claim 4. By The Lebesgue Space of Square-Integrable Functions is a Real Hilbert Space §inner-product, applied to the measure space of The Flat Torus: Standing Notation §measure, both inner products in clause 3 are the integrals over of the corresponding pointwise products.
At every point of one has , by The Laplacian of a Twice Continuously Differentiable Function §laplacian and the homogeneity of claim 3 of Properties of Finite Sums. Each summand is integrable, being a product of two members of by claim 4 and The Lebesgue Space of Square-Integrable Functions is a Real Hilbert Space §inner-product; so Linearity of the Lebesgue Integral over a Finite Sum of Integrable Functions §linear gives
By claim 5 each term equals , so by the homogeneity of claim 3 of Properties of Finite Sums the right-hand side is
and by claim 1 of Elementary Properties of the Euclidean Norm on . This is clause 3.
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Prerequisites
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