New algorithms for linear k-matroid intersection and matroid k-parity problems

New algorithms for linear k-matroid intersection and matroid k-parity problems

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Article ID: iaor1997939
Country: Netherlands
Volume: 69
Issue: 3
Start Page Number: 449
End Page Number: 470
Publication Date: Sep 1995
Journal: Mathematical Programming (Series A)
Authors:
Keywords: matroids
Abstract:

The paper presents algorithms for the k-Matroid Intersection Problem and for the Matroid k-Parity Problem when the matroids are represented over the field of rational numbers and k>2. The computational complexity of the algorithms is linear in the cardinality and singly exponential in the rank of the matroids. As an application, the paper describes new polynomially solvable cases of the k-Dimensional Assignment Problem and of the k-Dimensional Matching Problem. The algorithms use some new identities in multilinear algebra including the generalized Binet-Cauchy formula and its analogue for the Pfaffian. These techniques extend known methods developed earlier for k=2.

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