Fitting a Simplicial Complex using a Variation of k-means

Piotr Beben

We give a simple and effective two stage algorithm for approximating a point cloud $\mathcal{S}\subset {\mathbb{R}}^m$ by a simplicial complex $K$. The first stage is an iterative fit…