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Mode Derivatives of Linear Combinations and of Restrictions of Twice Differentiable Functions on a Negative Sobolev Space

Mode derivatives are linear and vanish on constants, and the restriction to the Sobolev space of order -1 of a twice continuously differentiable function on a negative Sobolev space has mode derivatives given by its gradient and Hessian evaluated on the unit families.

Statement

In the setting of The Wick-Square Problem on the Torus: Standing Notation, being twice differentiable along the modes and the mode derivatives ∂k\partial_{k} and ∂k2\partial_{k}^{2} are those of Derivatives of a Function on the Sobolev Space of Order -1 along the Fourier Modes, and eke_{k} is the unit family of the mode kk. Functions on H−1H^{-1} are added and multiplied by real numbers pointwise.

1. (Linear combinations and constants) Let φ,ψ:H−1→R\varphi,\psi:H^{-1}\to\mathbb{R} be twice differentiable along the modes and let a,b∈Ra,b\in\mathbb{R}. Then aφ+bψa\varphi+b\psi is twice differentiable along the modes, and for every x∈H−1x\in H^{-1} and k∈Znk\in\mathbb{Z}^{n}

∂k(aφ+bψ)(x)=a ∂kφ(x)+b ∂kψ(x),∂k2(aφ+bψ)(x)=a ∂k2φ(x)+b ∂k2ψ(x).\partial_{k}(a\varphi+b\psi)(x)=a\,\partial_{k}\varphi(x)+b\,\partial_{k}\psi(x),\qquad\partial_{k}^{2}(a\varphi+b\psi)(x)=a\,\partial_{k}^{2}\varphi(x)+b\,\partial_{k}^{2}\psi(x).

Every constant function on H−1H^{-1} is twice differentiable along the modes, with both mode derivatives zero at every point and every mode.

2. (Restrictions from a negative Sobolev space) Let m∈Nm\in\mathbb{N}, let H−m=H−m(Tn)H^{-m}=H^{-m}(\mathbb{T}^{n}) be the Sobolev space of order −m-m with its inner product ⟨⋅,⋅⟩H−m\langle\cdot,\cdot\rangle_{H^{-m}}, a real inner product space to which the calculus of Real Hilbert Spaces: Standing Notation and Background applies, and let Φ:H−m→R\Phi:H^{-m}\to\mathbb{R} be of class C2C^{2} on H−mH^{-m}, with gradient map DΦD\Phi and Hessian map D2ΦD^{2}\Phi. One has H−1⊆H−mH^{-1}\subseteq H^{-m} by repeated use 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 §inclusion, and ek∈H−me_{k}\in H^{-m} for every mode kk by Lattice Sums of the Fourier Weights of the Torus, and the Negative Sobolev Norms as Lattice Sums §units. Then the restriction Φ∣H−1\Phi|_{H^{-1}} of Φ\Phi to H−1H^{-1} is twice differentiable along the modes, and for every x∈H−1x\in H^{-1} and k∈Znk\in\mathbb{Z}^{n}

∂k(Φ∣H−1)(x)=⟨DΦ(x),ek⟩H−m,∂k2(Φ∣H−1)(x)=D2Φ(x)(ek,ek).\partial_{k}(\Phi|_{H^{-1}})(x)=\langle D\Phi(x),e_{k}\rangle_{H^{-m}},\qquad\partial_{k}^{2}(\Phi|_{H^{-1}})(x)=D^{2}\Phi(x)(e_{k},e_{k}).

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