Math 2.0

Numerical analysis Definition

Isogeometric analysis

Builds on Non-uniform rational B-splineB-splineGalerkin methodFinite element method

Definition

Let Ω^=(0,1)d\hat\Omega = (0, 1)^d be the parameter domain. Let R1,…,Rn ⁣:Ω^→ℝR_1, \ldots, R_n \colon \hat\Omega \to \R be NURBS basis functions, built from B-splines on given knot vectors with positive weights. Let P1,…,Pn∈ℝdP_1, \ldots, P_n \in \R^d be control points. Assume the geometry map 𝐅(ξ)=∑i=1nRi(ξ)Pi\mathbf{F}(\xi) = \sum_{i=1}^{n} R_i(\xi) P_i is a bijection from Ω^\hat\Omega onto the physical domain Ω\Omega, with a smooth inverse. Isogeometric analysis is the Galerkin method for a boundary value problem on Ω\Omega with the discrete space Vh=span⁡{Ri∘𝐅−1:1≤i≤n}.V_h = \operatorname{span} \set{ R_i \circ \mathbf{F}^{-1} : 1 \le i \le n }. Refinement is done by knot insertion and degree elevation, which leave 𝐅\mathbf{F} unchanged.

Remarks

The same functions RiR_i define the geometry and the solution, as in isoparametric finite elements, hence the name. With pp the spline degree and knots of multiplicity one, the basis functions are Cp−1C^{p-1} across knots.

Example: the quarter circle {(x,y):x2+y2=1, x,y≥0}\set{(x, y) : x^2 + y^2 = 1, \ x, y \ge 0} is the quadratic NURBS curve with control points (1,0)(1, 0), (1,1)(1, 1), (0,1)(0, 1) and weights 11, 22\tfrac{\sqrt{2}}{2}, 11. A quarter annulus is then given exactly by a geometry map that is quadratic in the angular parameter and linear in the radial one.

Non-example: a standard finite element method on a mesh of straight-sided triangles approximates the annulus by a polygon. Its geometry is not given by the solution basis of a NURBS map from Ω^\hat\Omega, so it is not isogeometric.

Reading path

To understand this page from the ground up, read these 5 pages in order. The foundations come first.

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  1. B-spline concept
  2. Finite element method concept
  3. Galerkin method concept
  4. Non-uniform rational B-spline concept
  5. Isogeometric analysis definition

Further reading

  1. Web https://en.wikipedia.org/wiki/Isogeometric_analysis
About this page
TagVF17XWCK8Z
URIm2://VF17XWCK8Z
Kinddefinition
WritingW0 stub
MSC65N30, 65D07, 74S22
DefinesIsogeometric analysis
UsesNon-uniform rational B-spline, B-spline, Galerkin method, Finite element method

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