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Boundary-preserving NURBS projection and matching-patch energy approximation
Statement
Assume Countable Choice and use real-valued scalar Sobolev spaces throughout. Let , , be a nonempty bounded connected Lipschitz domain with a finite face-to-face admissible NURBS patch partition as in Conforming isogeometric Galerkin spaces and h/p/k refinement. Let be its full finite rational trial space with matching physical traces and homogeneous Dirichlet boundary condition. For any such finite space, including the zero space, there is a real-linear projector specified by It fixes every , satisfies , preserves the homogeneous boundary condition for every input, and This is a global variational projector, defined without point evaluation of inputs.
For the following actual approximation estimate, on patch let have determinant upper bound and inverse/forward derivative bound , and let its fixed continuous positive geometry denominator satisfy and . Require the analysis knot grids defining to refine the geometry knot grids. Choose the tensor clamped analysis knots defining the local numerator spaces of with degrees , maximum spans , and interior multiplicities at most ; require their numerator spaces to contain the geometry numerator and denominator after any exact re-representation. Use from Greville comparison splines preserve faces and give an explicit H1 estimate for these actual knots.
For each shared face, require its parameter identification to be a permutation and reflections of tangential coordinates, its tangential degrees and knot vectors to agree under that identification, and These are explicit sufficient compatibility data for the approximation branch, checked on finite face representations; a single patch needs none. For require to have a representative on the closed reference box with -Lipschitz gradient, to vanish on every exterior face, and to satisfy on each shared face. These pointwise conditions concern only this smooth approximation class. Define Then the explicitly constructed belongs to and For fixed bounded degrees and uniform map/weight/numerator bounds this is an H1 estimate on arbitrary graded meshes, including simple-knot maximal-continuity families. If degrees vary with refinement, retain the actual ; convergence follows whenever the displayed tends to zero. This does not assert an optimal rate or a degree-independent constant.
Under the exact scalar elliptic data of Exact-geometry isogeometric Poisson Galerkin estimate, its Galerkin solution obeys . Componentwise the same construction applies to finite-Lamé elasticity: if bounds the gradient Lipschitz constant of component numerator , replace by in and obtain under that supplier's full data.
For the single-patch reference-domain problem in Isogeometric geometry and quadrature defects enter through Strang's bound, assume satisfies the same and zero-boundary conditions above. Apply the construction with the reference-domain projector and put . Then its original defects and constants give In particular its existing geometry bound gives ; discrete coercivity, load error and quadrature error remain separate hypotheses/terms.
Facts & Assumptions
Given: The precise finite patch geometry, positive denominator bounds, rational trial space and, for approximation, the clamped knots, face compatibility and numerators in the Statement.
The Axiom of Countable Choice () is the exact choice hypothesis used by the Hilbert, Céa, pullback, integration, PE19, Strang and null-face suppliers below. The local Greville construction uses only finite sums and the mean-value theorem; no stronger choice principle is assumed.
Conforming isogeometric Galerkin spaces and h/p/k refinement gives the finite conforming rational trial space. The Sobolev space is a Hilbert space gives the Hilbert structure of in its full H1 norm.
Céa quasi-optimality for coercive conforming Galerkin problems gives continuous/discrete solvability and the error bound for every finite conforming subspace of a Hilbert space.
Greville comparison splines preserve faces and give an explicit H1 estimate constructs and proves its actual H1 error , zero-face preservation and compatibility under the specified face identifications.
NURBS quotient spaces transfer numerator H1 approximation, under Countable Choice and a continuous positive denominator, gives for any specified continuous, cellwise C1 numerator comparison. Its proof also gives the reference quotient bound before mapping.
Matching NURBS patch traces give global H1 conformity supplies global H1 membership for matching cell/patch values. Compactly supported H1 functions lie in H1_0 gives H1_0 membership for a compactly supported H1 function on any open set. Specified finite piecewise C1 boundary presentations and Tensor-product NURBS patch maps and rational spline spaces specify the finite cell/facet presentation and the cellwise C1 NURBS maps.
The Euclidean Lebesgue measure is the completion of the product of the factor Lebesgue measures identifies the Euclidean measure with the completed product; Tonelli and Fubini for the completed product, with only almost-everywhere section measurability applies to nonnegative measurable functions on the completed product; Dominated convergence applies to measurable functions with an integrable majorant.
Exact-geometry isogeometric Poisson Galerkin estimate gives times best gradient approximation under its scalar elliptic data. Finite-Lamé isogeometric elasticity is conforming and quasi-optimal gives under its finite-Lamé displacement data.
Isogeometric geometry and quadrature defects enter through Strang's bound supplies its exact reference-domain infimum estimate and the geometry-defect bound in the Statement, under all of its map, load, boundedness and discrete-coercivity hypotheses.
Heine-Borel in : with the Euclidean metric a subset of is compact if and only if it is closed and bounded, and the proof by bisection uses no choice principle; the same holds on the real line makes the closed bounded set compact. Lebesgue measure is sigma-finite, and every metrically bounded subset of has finite outer measure gives , as needed for the truncation limit.
The rationals as equivalence classes of pairs of integers and Both and are dense in , and every nonempty open subset of is uncountable give rational endpoints in every open interval. is countably infinite and A product of two at most countable sets is at most countable make the rational intervals and boxes used below countable.
The image of a lower-dimensional manifold is null: under Countable Choice, the image in of a map from a lower-dimensional manifold is Lebesgue null.
Cauchy–Schwarz: , with equality exactly for dependent pairs gives for the real H1 inner product.
Proof
On use its full H1 inner product from [F1] as the coercive form , and use the functional . By [F12], this functional is bounded by ; the form has boundedness and coercivity constants both one. Under [A1], [F2] applies; its continuous solution is itself and its unique discrete solution is precisely the specified . The estimate proves the asserted best-approximation bound. The variational equations and uniqueness imply real linearity. If , satisfies the discrete equations, so ; this proves both surjectivity onto and idempotence, including the zero-space case. Testing with and [F12] gives , hence contraction after division when nonzero. All images lie in .
Put . By [F3], it belongs to the actual numerator space, is continuous and cellwise polynomial, and vanishes on exterior faces. On a shared face its two traces obey , because [F3] restricts to the identical tangential construction and respects multiplication by . Dividing by the stated denominator relation gives equality of the rational traces. Therefore the piecewise physical has matching values everywhere and continuous value zero on ; positivity of the denominator and admissibility of the finite maps make it continuous on , cellwise C1, and give square-integrable gradients. By [F5], .
We verify the coordinate-line part of the zero-boundary closure without invoking a C1-domain trace theorem on a Lipschitz domain. Let be real, continuous on , cellwise on the finite partition, and zero on . In one open cell, fix a coordinate and cover the cell by all open rational boxes whose closures lie in the cell; [F10] makes this a countable cover. On any such box, for each fixed choice of the other coordinates the function of is differentiable. If and at , the derivative definition gives for all sufficiently close , so zero is isolated among the zeros on that line. Fix an injection of rational intervals into using [F10]; assigning to each such zero the interval with least code that contains it and no other zero gives an injection into a countable family. Therefore every coordinate-line section of is null. The set is measurable on the box because and are continuous; Fubini [F6] makes null there.
In the single reference box, write . Directly, and by the quotient rule and the stated lower and derivative bounds for . Thus by [F3]. This is the direct reference-domain quotient bound.
Each partition face is contained in the image of an incident reference-cell face under its cell expression. The full cell derivative is nonsingular by admissibility, so its restriction to the -dimensional face tangent space has rank ; since the rational cell expression extends across that closed face, the face is contained in the image of a map from an open subset of . By [F11] each such image, and hence each face, is Lebesgue null. Countably many boxes, finitely many cells, and these null faces show that almost everywhere on .
Choose a fixed function as follows: let for , for , and for , and set . Then on , for , and . Put . Its cellwise chain rule and matching values give by [F5], with gradient . Its support lies in , which is compact by [F9] and disjoint from ; hence and [F5] gives . The function error is bounded by for , so its norm tends to zero because by [F9]. The gradient error tends pointwise to zero off , is zero almost everywhere on that set by step 2.1, and is bounded in squared magnitude by . Dominated convergence [F6] proves in . Since is closed by [F1], . Applying this result to from step 1.2 gives .
Apply [F4] on each patch with numerator target and comparison , whose required trace and cell regularity were checked in step 1.2. The denominator is continuous by the Statement; its positive cellwise polynomial expression and the closed-box C1 target make C1 up to every cell boundary, and [A1] supplies Countable Choice. Then [F3] gives . The disjoint patch interiors cover up to their null faces; the global weak derivatives agree with the local derivatives by [F5]. Sum the squares of these H1 bounds to obtain . Step 1.1 then gives the projector error. Since , the formula for is of order maximum span for fixed degrees; no neighboring-span ratio was used. Varying-degree convergence follows exactly when the displayed upper bound tends to zero.
Use from step 3.1 in the best-gradient infimum of [F7] and bound its gradient error by its H1 error from step 4.1. This yields for scalar elliptic data. Apply the same scalar construction to each displacement component; summing the component squared errors replaces by and gives a conforming vector comparison. The elasticity branch of [F7] then yields the displayed finite-Lamé bound with its existing factor.
On the reference box let . The same continuity, quotient and zero-boundary arguments of steps 1.2 and 3.1, with the identity as physical map, put in the reference rational space . Step 1.4 proves . Apply step 1.1 to the reference-domain projector: its best-approximation property gives . In [F8] choose the admissible comparison instead of taking the infimum; its gradient error is bounded by this H1 error. This proves the displayed Strang estimate without suppressing any defect. Finally [F8] bounds the geometry defect by the existing tensor constant times , and step 1.1 gives . All original hypotheses of [F8] are retained.
Depends on
- Conforming isogeometric Galerkin spaces and h/p/k refinement
- Tensor-product NURBS patch maps and rational spline spaces
- Greville comparison splines preserve faces and give an explicit H1 estimate
- NURBS quotient spaces transfer numerator H1 approximation
- Matching NURBS patch traces give global H1 conformity
- Compactly supported H1 functions lie in H1_0
- The Sobolev space $H^1$ is a Hilbert space
- Céa quasi-optimality for coercive conforming Galerkin problems
- Exact-geometry isogeometric Poisson Galerkin estimate
- Finite-Lamé isogeometric elasticity is conforming and quasi-optimal
- Isogeometric geometry and quadrature defects enter through Strang's bound
- Tonelli and Fubini for the completed product, with only almost-everywhere section measurability
- The Euclidean Lebesgue measure is the completion of the product of the factor Lebesgue measures
- Dominated convergence
- Specified finite piecewise C1 boundary presentations
- Lebesgue measure is sigma-finite, and every metrically bounded subset of $\mathbb{R}^n$ has finite outer measure
- Heine-Borel in $\mathbb{R}^n$: with the Euclidean metric a subset of $\mathbb{R}^n$ is compact if and only if it is closed and bounded, and the proof by bisection uses no choice principle; the same holds on the real line
- The rationals as equivalence classes of pairs of integers
- Both $\mathbb{Q}$ and $\mathbb{R} \setminus \mathbb{Q}$ are dense in $\mathbb{R}$, and every nonempty open subset of $\mathbb{R}$ is uncountable
- $\mathbb{Q}$ is countably infinite
- A product of two at most countable sets is at most countable
- The image of a lower-dimensional $C^1$ manifold is null
- The Axiom of Countable Choice ($\mathrm{AC}_\omega$)
- Cauchy–Schwarz: $|\langle x,y\rangle|\le\|x\|\,\|y\|$, with equality exactly for dependent pairs
Used by
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Sources
- Tom Lyche, Carla Manni, and Hendrik Speleers, B-Splines and Spline Approximation (standard reference, not scraped)
- Jean-Luc Guermond, MATH 661 Fall 2025, Chapter 26, Basic error analysis (standard reference, not scraped)