cvt_basis_test

cvt_basis_test, a Fortran90 code which calls cvt_basis(), which uses discrete Centroidal Voronoi Tessellation (CVT) techniques to produce a small set of basis vectors that are good cluster centers for a large set of data vectors;

Licensing:

The information on this web page is distributed under the MIT license.

Related Data and codes:

cvt_basis, a Fortran90 code which uses discrete Centroidal Voronoi Tessellation (CVT) techniques to produce a small set of basis vectors that are good cluster centers for a large set of data vectors;

Source Code:

• cvt_basis_test.sh, runs all the tests.

• run 01, example seeking 2 clusters;
• run 02, example seeking 4 clusters;
• run 03, example seeking 8 clusters;
• run 04, compute clusterings of sizes 1 through 16, determine energies, and output size versus energy data;