Before revision:  An algorithmic procedure to construct this representation is provided by leveraging and extending tools for arrangement of hyperplanes and convex polytopes.
After revision:  An algorithmic procedure to construct this representation is provided by leveraging and extending tools for arrangement of hyperplanes and polytopes.