Mathematical Programming · 2019 · 11 citations · 15 references
ComputingComputer ScienceAlgorithmsCombinatoricsComputational GeometryCombinatorial OptimizationGraph AlgorithmsMatroid TheoryMatroid Intersection
Edmonds' arborescence packing theorem characterizes directed graphs that have arcdisjoint spanning arborescences in terms of connectivity. Later he also observed a characterization in terms of matroid intersection. Since these fundamental results, intensive research has been done for understanding and extending these results. In this paper we shall extend the second characterization to the setting of reachability-based packing of arborescences. The reachability-based packing problem was introduced by Cs. Kirly as a common generalization of two different extensions of the spanning arborescence packing problem, one is due to Kamiyama, Katoh, and Takizawa, and the other is due to Durand de Gevigney, Nguyen, and Szigeti. Our new characterization of the arc sets of reachability-based packing in terms of matroid intersection gives an efficient algorithm for the minimum weight reachability-based packing problem, and it also enables us to unify further arborescence packing theorems and Edmonds' matroid intersection theorem. For the proof, we also show how a new class of matroids can be defined by extending an earlier construction of matroids from intersecting submodular functions to bi-set functions based on an idea of Frank.
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Matroids and the greedy algorithm
Jack Edmonds · Mathematical Programming · 1971 · 878 citations
Submodular Functions, Matroids, and Certain Polyhedra.
Jack Edmonds · 2001 · 770 citations
A THEOREM ON INDEPENDENCE RELATIONS
R. Rado · The Quarterly Journal of Mathematics · 1942 · 191 citations
Matroid intersection algorithms
Eugene L. Lawler · Mathematical Programming · 1975 · 164 citations