Biconvex Polytopes and Tropical Linearity

A biconvex polytope is a convex polytope that is also tropically convex. It is well known that every bounded cell of a tropical linear space is a biconvex polytope, but its converse has been a conjecture. We classify biconvex polytopes, and prove the conjecture by constructing a matroid subdivision dual to a biconvex polytope. In particular, we construct matroids from bipartite graphs, and establish the relationship between bipartite graphs and faces of a biconvex polytope. We also show that there is a bijection between monomials and a maximal set of vertices of a biconvex polytope.