TheoremBase

The Sobolev Space on the Torus is a Separable Hilbert Space Densely Embedded in the Square-Integrable Space

The Sobolev space of once weakly differentiable square-integrable classes on the torus is complete, has a countable dense subset, contains the smooth periodic classes densely, and is itself dense in the square-integrable space. Mollification approximates a Sobolev class in the Sobolev norm without increasing it.

Statement

We work in the setting of The Flat Torus: Standing Notation, used here with a natural number nn satisfying 1≤n1\le n; the cell QQ, the measure space (Q,BQ,λQ)(Q,\mathcal{B}_{Q},\lambda_{Q}), the class L2(Tn)\mathcal{L}^{2}(\mathbb{T}^{n}) and the space L2(Tn)L^{2}(\mathbb{T}^{n}) with the class map [ ⋅ ][\,\cdot\,], the periodic classes CperC_{\mathrm{per}}, Cper1C^{1}_{\mathrm{per}} and Cper∞C^{\infty}_{\mathrm{per}}, the restriction u∣Qu|_{Q}, and the partial derivatives ∂i\partial_{i} are the ones fixed there. Weak partial derivatives of classes and the notation ∂jU\partial_{j}U are those of The Weak Partial Derivative on the Torus, and H1(Tn)H^{1}(\mathbb{T}^{n}), together with its inner product ⟨ ⋅ ,⋅ ⟩H1\langle\,\cdot\,,\cdot\,\rangle_{H^{1}}, norm ∥ ⋅ ∥H1\lVert\,\cdot\,\rVert_{H^{1}} and distance dH1d_{H^{1}}, is the Sobolev space fixed there. We write ⟨ ⋅ ,⋅ ⟩L2\langle\,\cdot\,,\cdot\,\rangle_{L^{2}}, ∥ ⋅ ∥L2\lVert\,\cdot\,\rVert_{L^{2}} and dL2d_{L^{2}} for the inner product of L2(Tn)L^{2}(\mathbb{T}^{n}) and its norm and distance, which by that clause are the norm ∥ ⋅ ∥L2(Tn)\lVert\,\cdot\,\rVert_{L^{2}(\mathbb{T}^{n})} and the distance fixed in The Flat Torus: Standing Notation (iv). Let ψ⋆u\psi\star u denote the periodic convolution and let a sum ∑j=1n\sum_{j=1}^{n} be that of Finite Sum Notation in a Field. Density, convergence and separability in L2(Tn)L^{2}(\mathbb{T}^{n}) and in H1(Tn)H^{1}(\mathbb{T}^{n}) refer to the respective distances, as in Real Hilbert Spaces (ii).

Then the following hold.

1. (Comparison of the two norms) Let U,U′∈H1(Tn)U,U'\in H^{1}(\mathbb{T}^{n}) and let j∈[n]j\in[n]. Then

∥U∥L2≤∥U∥H1,∥∂jU∥L2≤∥U∥H1,\lVert U\rVert_{L^{2}}\le\lVert U\rVert_{H^{1}},\qquad \lVert\partial_{j}U\rVert_{L^{2}}\le\lVert U\rVert_{H^{1}},

and consequently

dL2(U,U′)≤dH1(U,U′),dL2(∂jU,∂jU′)≤dH1(U,U′).d_{L^{2}}(U,U')\le d_{H^{1}}(U,U'),\qquad d_{L^{2}}(\partial_{j}U,\partial_{j}U')\le d_{H^{1}}(U,U').

2. (Completeness) H1(Tn)H^{1}(\mathbb{T}^{n}), with the inner product ⟨ ⋅ ,⋅ ⟩H1\langle\,\cdot\,,\cdot\,\rangle_{H^{1}}, is a real Hilbert space.

3. (Mollification in the Sobolev space) Let δ\delta be a real number with 0<δ0<\delta, let ρ\rho be a mollifier kernel of radius δ\delta on Rn\mathbb{R}^{n}, and for a natural number kk let ρ1/k\rho_{1/k} be the rescaling of ρ\rho with parameter 1/k1/k, where 1/k1/k denotes the multiplicative inverse of kk, a positive real number by claim 7 of Elementary Order Arithmetic in an Ordered Field; thus ρ1/k\rho_{1/k} is a mollifier kernel of radius (1/k) δ(1/k)\,\delta on Rn\mathbb{R}^{n}. Let U∈H1(Tn)U\in H^{1}(\mathbb{T}^{n}), let uu be a representative of UU, and for j∈[n]j\in[n] let gjg_{j} be a representative of ∂jU\partial_{j}U. For a natural number kk write

Uk=[(ρ1/k⋆u)∣Q],U_{k}=\bigl[(\rho_{1/k}\star u)|_{Q}\bigr],

the class of the restriction to QQ of the mollification of uu of parameter 1/k1/k by ρ\rho. Then for every natural number kk the following hold.

(a) ρ1/k⋆u∈Cper∞\rho_{1/k}\star u\in C^{\infty}_{\mathrm{per}}, and Uk∈H1(Tn)U_{k}\in H^{1}(\mathbb{T}^{n}) with ∂jUk=[(ρ1/k⋆gj)∣Q]\partial_{j}U_{k}=[(\rho_{1/k}\star g_{j})|_{Q}] for every j∈[n]j\in[n].

(b) ∥Uk∥H1≤∥U∥H1\lVert U_{k}\rVert_{H^{1}}\le\lVert U\rVert_{H^{1}}.

Moreover, the sequence (Uk)k∈N(U_{k})_{k\in\mathbb{N}} converges to UU in H1(Tn)H^{1}(\mathbb{T}^{n}).

4. (The smooth periodic classes are dense) The set {[w∣Q]:w∈Cper∞}\{[w|_{Q}]:w\in C^{\infty}_{\mathrm{per}}\} is a subset of H1(Tn)H^{1}(\mathbb{T}^{n}) and is dense in H1(Tn)H^{1}(\mathbb{T}^{n}).

5. (Separability) The metric space (H1(Tn),dH1)(H^{1}(\mathbb{T}^{n}),d_{H^{1}}) is separable.

6. (Density in the square-integrable space) H1(Tn)H^{1}(\mathbb{T}^{n}) is a dense subset of L2(Tn)L^{2}(\mathbb{T}^{n}).

Proofs

Log in to submit a proof.

Loading...

Citations

Loading…

Dependencies

Loading…

Related

0 relations

Curated associations between results. These are editable and subjective — they do not replace the dependency graph, which is derived from the references in the text.

No relations recorded yet.

Comments

Log in to comment.

Loading…