Alphabeta Math
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A scattered affine interpolant on one Delaunay cell

Statement

On the Delaunay triangle with vertices (0,0),(2,0),(0,2) and vertex data 0,2,2, the query (1/2,1/2) has barycentric weights 1/2,1/4,1/4 and affine interpolated value 1.

Facts & Assumptions

Given: The three indexed dyadic sites (0,0),(2,0),(0,2) with respective scalar data 0,2,2, and query x=(1/2,1/2).

[F1]

Finite indexed geometric site sets and duplicate handling: these are distinct exact dyadic sites.

[F2]

Planar triangulations, Delaunay structures, and Voronoi cells: a triangulation of three noncollinear sites has their convex hull as its single triangular cell.

[F3]

Barycentric point location, affine interpolation, and nearest-site queries: barycentric coordinates sum to one, reconstruct the point, and the interpolant is their weighted data sum.

[F4]

Barycentric interpolation and nearest-site queries are correct: the coordinates determine exact membership and the unique affine interpolant.

[F5]

Exact planar insertion terminates with a weak empty-circle triangulation: the cell is weakly empty-circle and is returned by the algorithm.

[A1]

No other sites are included in this example's site set.

Proof

1.1givenF1F3algebra

Let λ0,λ1,λ2 correspond to (0,0),(2,0),(0,2). The coordinate equations give 2λ1=1/2 and 2λ2=1/2, hence λ1=λ2=1/4; their sum constraint gives λ0=1/2. All three are nonnegative, so the query lies in the triangle by [F3].

2.1F3F4step 1.1algebra

The interpolated value is 0⋅λ0+2⋅λ1+2⋅λ2=2(1/4)+2(1/4)=1. Uniqueness follows from [F4].

3.1F2F5A1algebra∎

The three sites are noncollinear, so by [F2] their convex hull is their single triangle. Its circumcircle has center (1,1) and radius squared 2; there are no other sites by [A1], so it is weakly empty, and [F5] returns this cell.

Depends on

Used by

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Sources