delvor: Delaunay triangulation and Voronoi diagram

In alphahull: Generalization of the Convex Hull of a Sample of Points in the Plane

Delaunay triangulation and Voronoi diagram

Description

This function returns a matrix with information about the Delaunay triangulation and Voronoi diagram of a given sample.

Usage

delvor(x, y = NULL)

Arguments

x, y	The x and y arguments provide the x and y coordinates of a set of points. Alternatively, a single argument x can be provided, see Details.

Details

An attempt is made to interpret the arguments x and y in a way suitable for computing the Delaunay triangulation and Voronoi diagram . Any reasonable way of defining the coordinates is acceptable, see xy.coords.

The function tri.mesh from package interp calculates the Delaunay triangulation of at least three non-collinear points. Using the Delaunay triangulation, the function delvor calculates the correspondig Voronoi diagram. For each edge of the Delaunay triangulation there is a segment in the Voronoi diagram, given by the union of the circumcenters of the two neighbour triangles that share the edge. For those triangles with edges on the convex hull, the corresponding line in the Voronoi diagram is a semi-infinite segment, whose boundless extreme is calculated by the function dummycoor. The function delvor returns the sample, the output object of class "triSht" from the function tri.mesh and a matrix mesh with all the necessary information of the Delaunay triangulation and Voronoi diagram. Thus, for each edge of the Delaunay triangulation the output matrix contains the indexes and coordinates of the sample points that form the edge, the indexes and coordinates of the extremes of the corresponding segment in the Voronoi diagram, and an indicator that takes the value 1 for those extremes of the Voronoi diagram that represent a boundless extreme.

Value

A list with the following components:

mesh	A n.edges-row matrix, where n.edges is the total number of different edges of the Delaunay triangulation.
x	A 2-column matrix with the coordinates of the sample points.
tri.obj	Object of class "tri". See tri.mesh in package interp.

References

Renka, R. J. (1996). Algorithm 751: TRIPACK: a constrained two-dimensional Delaunay triangulation package, ACM Trans. Math. Softw., 22(1), pp.1-8.

See Also

plot.delvor.

Examples

## Not run: 
# Random sample in the unit square
x <- matrix(runif(20), nc = 2)
# Delaunay triangulation and Voronoi diagram calculation
delvor.obj <- delvor(x)

## End(Not run)

alphahull documentation built on June 16, 2022, 5:10 p.m.