In this paper, we present several characterizations of the classes of natur
ally submodular digraphs and naturally submodular bi-directed graphs. For e
ach class, one characterization is given in terms of forbidden digraph conf
igurations and the other in terms of graph decomposition. For the class of
bi-directed graphs, an additional characterization in terms of the fixed-or
der property is also derived. (C) 2000 Elsevier Science B.V. All rights res
erved.