A Compactification of the Orthogonal Foliation via Toric Geometry

We provide a compactification of the orthogonal foliation for the dually flat structure on the probability simplex. In particular we examine the orthogonality of the e-foliation and m-foliation on the boundary. We use a toric geometric aspect of the probability simplex.