SIMPLEX_COORDINATES Coordinates of Regular Simplex in M Dimensions

SIMPLEX_COORDINATES is a C++ library which computes the Cartesian coordinates of the vertices of a regular simplex in M dimensions.

Note that the unit simplex, formed by the origin and the M unit coordinate axes, is not a regular simplex, because some sides have length 1 while other sides have length sqrt(2).

There is a straightforward but tedious method for computing these coordinates, coded in SIMPLEX_COORDINATES1, based on the idea of selecting the first coordinate to be (1,0,0,...0), and noting that the dot product with vectors 2 through N+1 must be -1/N, which means the first row and first column of the coordinate matrix are done. We can then move to entry (2,2), assume the coordinates below it are 0, and set its value by requiring that the sum of the squares of the (2,1) and (2,2) entries must be 1. Setting the (2,2) entry then allows us to determine the rest of row 2 by the same dot product criterion, and we proceed in this way til we have completed the matrix.

A simpler algorithm, in SIMPLEX_COORDINATES2, notes that the identity matrix will almost work for the first N vertices. Choose the last vertex by assuming all its entries are equal to some constant A, and that its distance from any other vertex must be sqrt ( 2 ). This determines that (A-1)^2 + (N-1)*A^2 = 2, from which we get the value of A as (1-sqrt(N+1))/N. To clean things up, we compute the centroid C of these vertices, and recenter the simplex around the origin. Then we determine the distance S of one vertex to the origin, and rescale so that this becomes 1. The coding is simpler, and there is much less chance for the accumulation of numerical error. Plus I thought of this one myself.

Languages:

SIMPLEX_COORDINATES is available in a C version and a C++ version and a FORTRAN77 version and a FORTRAN90 version and a MATLAB version and a Python version.

Related Data and Programs:

ASA299, a C++ library which computes the lattice points in an M-dimensional simplex; this is Applied Statistics Algorithm 299;

GEOMETRY, a C++ library which performs geometric calculations in 2, 3 and M-dimensional space.

RANDOM_DATA, a C++ library which generates sample points for various probability distributions, spatial dimensions, and geometries, including the M-dimensional simplex.

SIMPACK, a FORTRAN77 library which approximates the integral of a function over an M-dimensional simplex.

SIMPLEX_GM_RULE, a C++ library which defines Grundmann-Moeller rules for quadrature over a triangle, tetrahedron, or general M-dimensional simplex.

SIMPLEX_GRID, a C++ library which generates a regular grid of points over the interior of an arbitrary simplex in M dimensions.

List of Routines:

• R8_FACTORIAL computes the factorial of N.
• R8MAT_DET computes the determinant of an R8MAT.
• R8MAT_TRANSPOSE_PRINT prints an R8MAT, transposed.
• R8MAT_TRANSPOSE_PRINT_SOME prints some of an R8MAT, transposed.
• SIMPLEX_COORDINATES1 computes the Cartesian coordinates of simplex vertices.
• SIMPLEX_COORDINATES2 computes the Cartesian coordinates of simplex vertices.
• SIMPLEX_VOLUME computes the volume of a simplex.
• TIMESTAMP prints the current YMDHMS date as a time stamp.

You can go up one level to the C++ source codes.

Last revised on 20 September 2010.