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Besov smoothness gives the exact collared Sobolev penalty a cutoff source bound

Statement

Assume Countable Choice. Put Ω=B1(0)⊂R3, fix 0<ρ<1, and let 5/2<s<7/2 and s<t<2s−1. Use the following precise intrinsic Hilbert norm on Hs(Ω). If s=m+θ with integer m≥0 and 0<θ<1, set ∥v∥s,Ω2=∑∣α∣≤m∥Dαv∥L2(Ω)2+∑∣α∣=m∫Ω×Ω∣Dαv(x)−Dαv(y)∣2∣x−y∣3+2θ dx dy. For integer s=3 use just the derivative sum with m=3. Denote the corresponding real inner product by (⋅,⋅)s,Ω. On R3 use the unitary Fourier transform and ∥f∥Hr2=∫⟨ξ⟩2r∣f^(ξ)∣2dξ. Let B2,∞r(R3) have norm sup⁡j≥02jr∥1Ajf^∥2, where A0={∣ξ∣<2} and Aj={2j≤∣ξ∣<2j+1} for j≥1; the restriction space on Ω consists of restrictions of members of this whole-space Besov space.

Let σ†∈Hs(Ω)∩B2,∞t(Ω) be real and equal to 1 almost everywhere on Ω∖Bρ. Then there is C>0, depending on σ†,s,t,ρ, such that for every real σ∈Hs(Ω) also equal to 1 there and every integer J≥0, −(σ†,σ−σ†)s,Ω≤C2J(2s−t−1)∥σ−σ†∥H1(Ω)+C2−J(t−s)∥σ−σ†∥s,Ω. Consequently, suppose on a specified admissible sublevel a forward map G satisfies ∥σ−σ†∥H1(Ω)≤C0ω(∥G(σ)−G(σ†)∥) with ω(0)=0 and 0≤ω≤1. For the exact regularizer R(σ)=12∥σ∥s,Ω2, its exact Bregman distance is DR(σ,σ†)=12∥σ−σ†∥s,Ω2, and −(σ†,σ−σ†)s,Ω≤34DR(σ,σ†)+C1ω(∥G(σ)−G(σ†)∥)2(t−s)/(t−1). In particular, an H1 stability modulus of order [log⁡(1/u)]−(s−3/2) yields a VSC source term of order [log⁡(1/u)]−ν with ν=(t−s)(2s−3)/(t−1). The conditional stability estimate is a hypothesis here, not a conclusion.

Facts & Assumptions

Given: Countable Choice and the intrinsic penalty, exponents, collar and truth in the Statement.

[F1]

Plancherel supplies the unitary L2 transform. Its extension to tempered distributions, agreement with the L2 transform, and derivative rule are supplied separately by Fourier transform is a topological automorphism of tempered distributions, Fourier transform agrees with l one and plancherel transforms, and Fourier differentiation and multiplication identities on tempered distributions. Plancherel theorem

[F2]

Smooth dyadic Fourier blocks characterize the Bessel Hilbert Sobolev norms. Littlewood-Paley characterisation of the Hilbert-Sobolev spaces

[F3]

Young's convolution inequality in the L1∗L2→L2 case bounds convolution by an L1 kernel on L2. Young's convolution inequality under Countable Choice

[F4]

Tonelli's theorem permits interchanging nonnegative measurable integrals on the sigma-finite Lebesgue product used below. Tonelli's theorem for nonnegative measurable functions on a sigma-finite product

[A1]

Countable Choice is used at the Fourier and Hilbert-Sobolev interfaces. The Axiom of Countable Choice (ACω)

Proof

1.1A1F1F3givenalgebra

Use the angular-frequency convention f^(ξ)=(2π)−3/2∫e−ix⋅ξf(x)dx. The 2π-frequency results in [F1] transfer by f^(ξ)=(2π)−3/2(F2πf)(ξ/(2π)), with the same change of variables on distributional tests; hence Dαf^=(iξ)αf^ and the transform remains unitary. The fixed frequency dilation changes only equivalence constants in the dyadic norms of [F2]. We record explicitly the smooth-multiplication bound for the stated Besov convention. Write Qj=1Aj(D). For χ∈Cc∞(R3), QjχQk has Fourier kernel (2π)−3/21Aj(ξ)χ^(ξ−η)1Ak(η). If ∣j−k∣≤2, Young's convolution inequality [F3] bounds its L2 operator norm by a constant times ∥χ^∥1. If ∣j−k∣>2, then ∣ξ−η∣≥c2max⁡(j,k) on these supports. Repeated integration by parts in the Fourier integral of χ gives ∣χ^(ζ)∣≤CN(1+∣ζ∣)−N. Cauchy–Schwarz in the two frequency variables therefore bounds the operator norm by CN2−Nmax⁡(j,k)23(j+k)/2. For any real r, multiply these bounds by 2jr−kr and sum over k. Choosing N>2∣r∣+8 makes both off-diagonal geometric sums uniformly bounded in j, while the near-diagonal sum has at most five terms. Hence ∥χf∥B2,∞r≤Cr,χ∥f∥B2,∞r. These calculations first apply to finite block sums; the same estimates give their convergence in distributions, since a Schwartz test has faster-than-polynomial Fourier decay.

2.1F1F2step 1.1algebra

The sharp annular definition agrees, up to constants, with any usual smooth inhomogeneous dyadic definition at p=2. Indeed a sharp annulus meets at most a fixed number of the smooth supports at neighboring scales. On that annulus, the identity ∑φj=1 and Cauchy–Schwarz give its L2 norm at most the sum of those finitely many smooth-block L2 norms; conversely each smooth symbol has magnitude at most one and support in finitely many sharp annuli. The weights 2jr differ by only a constant at neighboring scales. The low blocks also meet only finitely many supports. This proves both Besov norm comparisons. For Hilbert Sobolev norms, [F1] gives directly ∥f∥Hr2≍∑j22jr∥Qjf∥22, consistently with [F2].

3.1step 1.1step 2.1givenchoosealgebra

Choose χ0∈Cc∞(Ω) equal to one near Bρ‾, and choose η∈Cc∞(R3) equal to one near Ω‾. Let σ~† be one whole-space B2,∞t extension, whose existence is part of the restriction-space hypothesis. The compactly supported distribution f†:=χ0(σ~†−1) is in B2,∞t(R3) by step 1.1 (the constant term multiplied by χ0 is smooth). It equals σ†−1 on Ω and vanishes outside Bρ‾, since the conductivity equals one in the collar. Thus v†=η+f† is a compactly supported B2,∞t extension of σ†. In particular v†∈Hs(R3): the squared block sum is bounded by a constant times ∑j2−2j(t−s)<∞.

3.2F1F4step 2.1givenalgebra

For e=σ−σ†, let e0 be its zero extension. Its support lies in Bρ‾. Zero extension creates no boundary derivatives because e vanishes on an open collar: local distributional tests near ∂Ω see zero, and interior tests give exactly the zero extensions of the weak derivatives. For s=m+θ noninteger, the whole-space top-order difference integral equals the integral over Ω2 plus 2∫Ω∣Dαe(x)∣2∫R3∖Ω∣x−y∣−3−2θdy dx. Where Dαe can be nonzero, the inner integral is bounded by ∫∣z∣≥1−ρ∣z∣−3−2θdz<∞. The whole-space difference norm is therefore bounded by C∥e∥s,Ω, and the integer case is immediate. The translation identity g(⋅+h)^(ξ)=eiξ⋅hg^(ξ) follows by substitution for Schwartz functions and then by L2 density and unitarity for every g∈L2. Thus [F1] and Tonelli [F4] give ∫∫∣g(x+h)−g(x)∣2∣h∣−3−2θdx dh=∫∣g^(ξ)∣2∫∣eiξ⋅h−1∣2∣h∣−3−2θdh dξ. The inner integral equals cθ∣ξ∣2θ by rotation and dilation; 0<cθ<∞ follows by the bounds ∣eiu−1∣≤min⁡{2,∣u∣}. Summing derivative multipliers shows that this whole-space difference norm is equivalent to ∥e0∥Hs. Thus ∥e0∥Hs≤C∥e∥s,Ω, while exactly ∥e0∥H1=∥e∥H1(Ω).

4.1F1step 2.1step 3.1step 3.2algebra

Let Bs(v,w) be the whole-space intrinsic bilinear form associated with the derivative and difference norm in step 3.2. Its Fourier multiplier ps(ξ) equals ∑∣α∣≤mξ2α+cθ∑∣α∣=mξ2α∣ξ∣2θ in the noninteger case, and just the first polynomial in the integer case. Thus ∣ps(ξ)∣≤C⟨ξ⟩2s, and P0:=ps(D)v† belongs to B2,∞t−2s by the annular multiplier bound and step 3.1. Its distributional pairing with e0 is Bs(v†,e0). The pairing is defined by convergent Fourier blocks: high blocks have the product bound C2−j(t−s)∥e0∥Hs, a summable sequence. This also justifies the bilinear identity by truncation and limits, without assuming classical derivatives of order 2s.

5.1F4step 1.1step 3.1step 3.2step 4.1algebra

In the integer case the whole-space and domain pairings are identical, since every derivative of e0 is supported in Bρ‾; take P=P0. For noninteger s=m+θ, their difference is Bs(v†,e0)−(σ†,e)s,Ω=2∑∣α∣=m∫ΩDαe(x)(A(x)Dαv†(x)−bα(x))dx, where A(x)=∫Ωc∣x−y∣−3−2θdy and bα(x)=∫ΩcDαη(y)∣x−y∣−3−2θdy. To obtain the formula, split each whole-space double integral into Ω2, Ω×Ωc and its transpose; Dαe0 is zero outside and v†=η there. On any fixed neighborhood of Bρ‾ compact in Ω, every derivative of A,bα is bounded, by differentiating the separated kernel and using its integrable tail. Choose χ∈Cc∞(Ω) equal to one on that neighborhood. The domain pairing is therefore the pairing of e0 with P=P0−2∑∣α∣=m(−1)mDα(χADαv†−χbα). By step 1.1, its correction terms lie in B2,∞t−2m: differentiation lowers the block regularity by the derivative order, multiplication by the smooth compact coefficient preserves it, and χbα is smooth and compactly supported. Since 2m≤2s, they also lie in B2,∞t−2s. Hence P∈B2,∞t−2s in every case, and ⟨P,e0⟩=(σ†,e)s,Ω. This treats the exact domain penalty pairing rather than replacing its norm by an equivalent one.

6.1F1step 2.1step 3.2step 5.1algebra

Put d=t−s>0 and a=2s−t−1>0. Let P≤J=∑j≤JQjP. By step 5.1 and the Hilbert block norm formula, ∥P≤J∥H−12≤C∑j≤J22j(2s−t−1)≤C22Ja. Similarly ∥P−P≤J∥H−s2≤C∑j>J22j(s−t)≤C2−2Jd. Weighted Fourier Cauchy–Schwarz and step 3.2 now give ∣⟨P,e0⟩∣≤C2Ja∥e∥H1(Ω)+C2−Jd∥e∥s,Ω, the first claimed estimate.

7.1step 6.1givenchoosealgebra∎

Expansion of the quadratic form gives exactly DR(σ,σ†)=∥e∥s,Ω2/2. Set W=ω(∥G(σ)−G(σ†)∥). The conditional stability hypothesis and uv≤3u2/8+2v2/3 applied to the high-frequency term in step 6.1 yield −(σ†,e)s,Ω≤3∥e∥s,Ω2/8+C(2JaW+2−2Jd). If W=0, stability gives e=0. For 0<W≤1, take the integer J≥0 with 2−J(a+2d)≥W>2−(J+1)(a+2d). Then 2−2Jd≤22dW2d/(a+2d) and 2JaW≤W2d/(a+2d). Since a+2d=t−1, this proves the asserted source inequality with coefficient 3/4 on the exact Bregman distance. Substitution of the stated logarithmic stability exponent gives ν=2(s−3/2)(t−s)/(t−1) by multiplying exponents.

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