Article ID: | iaor20013527 |
Country: | Germany |
Volume: | 87 |
Issue: | 3 |
Start Page Number: | 483 |
End Page Number: | 499 |
Publication Date: | Jan 2000 |
Journal: | Mathematical Programming |
Authors: | Faigle U., Kern W. |
Keywords: | programming: linear |
A general ordertheoretic linear programming model for the study of matroid-type greedy algorithms is introduced. The primal restrictions are given by so-called weakly increasing submodular functions on antichains. The LP-dual is solved by a Monge-type greedy algorithm. The model offers a direct combinatorial explanation for many integrality results in discrete optimization. In particular, the submodular intersection theorem of Edmonds and Giles is seen to extend to the case with a rooted forest as underlying structure. The core of associated polyhedra is introduced and applications to the existence of the core in cooperative game theory are discussed.