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The Galerkin projection is self-adjoint, commutes with derivatives, is a contraction in every H^r, converges to the identity and has the sharp Fourier-tail bound
Statement
Assume the Axiom of Countable Choice (The Axiom of Countable Choice ()). Let , , and let be the Galerkin projection and the Galerkin space of Fourier modes on the periodic three-torus and the Galerkin projection P_N on . Then:
(a) is linear on , self-adjoint ( for all ) and idempotent (), with range and kernel the classes with vanishing coefficients on ;
(b) for every integer , every multi-index with and every , ;
(c) for every integer and every , ;
(d) for every integer and every , in as ;
(e) for every integer , every and every , with depending only on .
Facts & Assumptions
Given: Countable Choice, , , and the torus, characters, Fourier coefficients, projection and spaces of The 2 pi-periodic three-torus, its normalized measure, test functions and the Sobolev spaces H^s and Fourier modes on the periodic three-torus and the Galerkin projection P_N.
Orthonormal basis and pairing: for the coefficient map is a surjective isometry and with absolute convergence; the characters are real-paired through the reality condition for real-valued .
Differentiation and norm equivalence: for and , , and with satisfying (Periodic Fourier differentiation identity and equivalence of the derivative and Fourier-weight Sobolev norms).
is finite and symmetric under (Fourier modes on the periodic three-torus and the Galerkin projection P_N).
Proof
(Algebraic properties (a).) Linearity is immediate since coefficients are linear in . For the pairing, [L1] and the finiteness of give and after reindexing and using [L3]; the two sums are equal. Since the coefficients in are unchanged, ; the kernel and range descriptions are read off from the coefficient isometry.
(Derivative commutation (b).) For and , both and are defined; by [L2] the Fourier coefficient of at is for and otherwise, and that of is for and otherwise, since is a finite trigonometric polynomial whose derivatives have the stated coefficients. Equality of coefficients gives (b).
(Contraction (c) and convergence (d).) For , [L2] and the definition of give , which is (c). Similarly is the tail of the convergent series , hence tends to as with increasing to ; this is (d).
(Tail bound (e).) For and , , so because ; hence by the norm equivalence [L2]. Taking square roots gives (e). The decay rate is sharp up to constants: for integers take and the real polynomial , whose modes lie outside . By [L2], . Hence no bound uniform in can replace by a sequence . This is the rate sharpness in the title; no optimal constant is asserted.
Remarks
- Use. Clause (b) is used to differentiate the Galerkin equation in Equivalence of the weighted Galerkin energy with the H^s norm and its Gronwall inequality and Uniform time-derivative bounds for Galerkin solutions in every H^j, j at most s minus one; (c) makes an -contraction in the weak-form argument of A limit of Galerkin solutions is a Sobolev and then a classical solution of the symmetric hyperbolic system; (e) is the compactness estimate of Compactness of H^r-bounded families in H^{r-1} and locally uniform H^{s-1} subsequences of Galerkin solutions.
Depends on
The 2 pi-periodic three-torus, its normalized measure, test functions and the Sobolev spaces H^s
Periodic Fourier differentiation identity and equivalence of the derivative and Fourier-weight Sobolev norms
Fourier modes on the periodic three-torus and the Galerkin projection P_N
maps and multi-index derivative notation in Euclidean space
The Axiom of Countable Choice ()
Dependency tree · 2 levels
Sources
- H. Friedrich and A. D. Rendall, The Cauchy Problem for the Einstein Equations, Living Reviews in Relativity 3 (2000), article 1 (arXiv:gr-qc/0002074), Section 3.1 (Symmetric Hyperbolic Systems): the definition of a quasilinear symmetric hyperbolic system, the finite-dimensional mollifier approximation (3.1) solved by ODE theory, the energy and Moser product/composition estimates, the higher-order energy inequality, uniqueness, the Rellich/Ascoli compactness step and the passage to a classical solution, with Remarks 1-6 on smooth persistence, the continuation criterion, Cauchy stability and the non-identity time matrix
- M. E. Taylor, Fourier Analysis, Distributions, and Constant-Coefficient Linear PDE (UNC lecture notes, 2018), Section 1 (Fourier series on the torus T^n): characters, Fourier coefficients, the Parseval identity and convergence of the coefficient series