Bipartite perfect matching is in quasi-NC
@article{Fenner2015BipartitePM, title={Bipartite perfect matching is in quasi-NC}, author={Stephen A. Fenner and Rohit Gurjar and Thomas Thierauf}, journal={Proceedings of the forty-eighth annual ACM symposium on Theory of Computing}, year={2015} }
We show that the bipartite perfect matching problem is in quasi- NC2. That is, it has uniform circuits of quasi-polynomial size nO(logn), and O(log2 n) depth. Previously, only an exponential upper bound was known on the size of such circuits with poly-logarithmic depth. We obtain our result by an almost complete derandomization of the famous Isolation Lemma when applied to yield an efficient randomized parallel algorithm for the bipartite perfect matching problem.
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64 Citations
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References
SHOWING 1-10 OF 68 REFERENCES
The Polynomially Bounded Perfect Matching Problem Is in NC 2
- MathematicsSTACS
- 2006
It is shown that for any graph that has a polynomially bounded number of perfect matchings, it is possible to construct allperfect matchings in NC2, and this result is extended to weighted graphs.
Constructing a perfect matching is in random NC
- Mathematics, Computer ScienceSTOC '85
- 1985
We show that the problem of constructing a perfect matching in a graph is in the complexity class Random NC; i.e., the problem is solvable in polylog time by a randomized parallel algorithm using a…
Linear matroid intersection is in quasi-NC
- MathematicsElectron. Colloquium Comput. Complex.
- 2016
It is shown that the linear matroid intersection problem is in quasi-NC2, that is, it has uniform circuits of quasi-polynomial size nO(logn), and O(log2 n) depth, which generalizes the similar result for the bipartite perfect matching problem.
NC Algorithms for Computing the Number of Perfect Matchings in K3, 3-free Graphs and Related Problems
- Computer Science, MathematicsSWAT
- 1988
It is shown that the problem of computing the number of perfect matchings in K3,3-free graphs is in NC, and this result opens up the possibility of obtaining an NC algorithm for finding a perfect matching in K2,2- free graphs.
NC Algorithms for Computing the Number of Perfect Matchings in K_3,3-Free Graphs and Related Problems
- Mathematics, Computer ScienceInf. Comput.
- 1989
Perfect Bipartite Matching in Pseudo-Deterministic RNC
- Computer ScienceElectron. Colloquium Comput. Complex.
- 2015
The algorithm is the first algorithm to return unique perfect matchings with only polynomially many processors, and is also the first pseudo-deterministic RNC algorithm for depth first search (DFS).
Bipartite Perfect Matching in Pseudo-Deterministic NC
- Computer Science, MathematicsICALP
- 2017
It is proved that resolving the decision question NC = RNC, would imply an NC algorithm for finding a bipartite perfect matching and finding a DFS tree in NC.
Exact Perfect Matching in Complete Graphs
- MathematicsElectron. Colloquium Comput. Complex.
- 2013
It is shown that for complete and bipartite complete graphs, the exactperfect matching problem is logspace equivalent to the perfect matching problem, which means an efficient parallel algorithm for perfect matching would carry over to the exact perfect match problem for this class of graphs.
Randomized parallel algorithms for matroid union and intersection, with applications to arboresences and edge-disjoint spanning trees
- Mathematics, Computer ScienceSODA '92
- 1992
The strong link between matroids and matching is used to extend the ideas that resulted in the design of Random NC algorithms for matching to obtain RNC algorithms for the well-known problems of…
A new NC-algorithm for finding a perfect matching in bipartite planar and small genus graphs (extended abstract)
- Computer ScienceSTOC '00
- 2000
This work alters the algorithm of Gallucio and Loebl to show that counting the number of perfect matchings in graphs of small genus is in NC, and rekindles the hope for an NC-algorithm to find a perfect matching in a non-bipart i te planar graph.