Fix a zonotope Z generated by the vectors w_1,\dots,w_n \in \mathbb{R}^d and let \mathbf{W} be the d \times n matrix whose columns are the w_i. Then the
vector matroid {\mathcal{M}} on the columns of \mathbf{W} encodes a wealth of information about Z, that is, many properties of Z are purely combinatorial in nature. For example, pairs of opposite facets of Z are naturally indexed by the cocircuits of \mathcal{M} and if we consider the
oriented matroid \mathcal{M} represented by \mathbf{W}, then we obtain a bijection between facets of Z and signed cocircuits of \mathcal{M} which extends to a poset anti-isomorphism between the
face lattice of Z and the covectors of \mathcal{M} ordered by component-wise extension of 0 \prec +, -. In particular, if M and N are two matrices that differ by a
projective transformation then their respective zonotopes are combinatorially equivalent. The converse of the previous statement does not hold: the segment [0,2] \subset \mathbb{R} is a zonotope and is generated by both \{2\mathbf{e}_1\} and by \{\mathbf{e}_1, \mathbf{e}_1\} whose corresponding matrices, [2] and [1~1], do not differ by a projective transformation.
Tilings Tiling properties of the zonotope Z are also closely related to the oriented matroid \mathcal{M} associated to it. First we consider the space-tiling property. The zonotope Z is said to
tile \mathbb{R}^d if there is a set of vectors \Lambda \subset \mathbb{R}^d such that the union of all translates Z + \lambda (\lambda \in \Lambda) is \mathbb{R}^d and any two translates intersect in a (possibly empty) face of each. Such a zonotope is called a
space-tiling zonotope. The following classification of space-tiling zonotopes is due to McMullen:{{cite journal == Dissections ==