Discrete Fenchel Duality for a Pair of Integrally Convex and Separable Convex Functions (2108.10502v3)

Abstract: Discrete Fenchel duality is one of the central issues in discrete convex analysis. The Fenchel-type min-max theorem for a pair of integer-valued M-natural-convex functions generalizes the min-max formulas for polymatroid intersection and valuated matroid intersection. In this paper we establish a Fenchel-type min-max formula for a pair of integer-valued integrally convex and separable convex functions. Integrally convex functions constitute a fundamental function class in discrete convex analysis, including both M-natural-convex functions and L-natural-convex functions, whereas separable convex functions are characterized as those functions which are both M-natural-convex and L-natural-convex. The theorem is proved by revealing a kind of box integrality of subgradients of an integer-valued integrally convex function. The proof is based on the Fourier-Motzkin elimination.