Motivated by applications in geomorphology, the aim of this paper is to extend Morse–Smale
theory from smooth functions to the radial distance function (measured from an internal
point), defining a convex polyhedron in 3-dimensional Euclidean space. The resulting
polyhedral Morse–Smale complex may be regarded, on one hand, as a generalization of
the Morse–Smale complex of the smooth radial distance function defining a smooth,
convex body, on the other hand, it could be also regarded as a generalization of the
Morse–Smale complex of the piecewise linear parallel distance function (measured from
a plane), defining a polyhedral surface. Beyond similarities, our paper also highlights
the marked differences between these three problems and it also relates our theory
to other methods. Our work includes the design, implementation and testing of an explicit
algorithm computing the Morse–Smale complex on a convex polyhedron.