This paper presents a cost-scaling algorithm for minimum cost 0-1 subm
odular flows. The algorithm works by splitting the are costs approxima
tely and maintaining an optimal submodular pseudoflow with respect to
the split costs obtained by a greedy algorithm. Each scaling phase of
the algorithm is a hybrid version of an auction-like method with cost-
splitting and a successive-shortest-path method, as a generalization o
f Orlin and Ahuja's algorithm for the assignment problem.