Tutte Colloquium - Sanjeev Khanna
Title: A Faster Combinatorial Algorithm for Maximum Bipartite Matching
Speaker: | Sanjeev Khanna |
Affiliation: | University of Pennsylvania |
Location: | MC 5501 |
Abstract: The maximum bipartite matching problem is among the most fundamental and well-studied problems in combinatorial optimization. A beautiful and celebrated combinatorial algorithm of Hopcroft and Karp (1973) shows that maximum bipartite matching can be solved in $O(m \sqrt{n})$ time on a graph with $n$ vertices and $m$ edges. For the case of very dense graphs, a fast matrix multiplication based approach gives a running time of $O(n^{2.371})$. These results represented the fastest known algorithms for the problem until 2013, when Madry introduced a new approach based on continuous techniques achieving much faster runtime in sparse graphs.