Permanent of bipartite graphs in terms of determinants
By: Surabhi Chakrabartty, Ranveer Singh
Potential Business Impact:
Counts matching pairs in tricky computer problems.
Computing the permanent of a $(0,1)$-matrix is a well-known $\#P$-complete problem. In this paper, we present an expression for the permanent of a bipartite graph in terms of the determinant of the graph and its subgraphs, obtained by successively removing rows and columns corresponding to vertices involved in vertex-disjoint $4k$-cycles. Our formula establishes a general relationship between the permanent and the determinant for any bipartite graph. Since computing the permanent of a biadjacency matrix is equivalent to counting the number of its perfect matchings, this approach also provides a more efficient method for counting perfect matchings in certain types of bipartite graphs.
Similar Papers
Permanental rank versus determinantal rank of random matrices over finite fields
Computational Complexity
Makes computers understand random math better.
An Algorithmic Upper Bound for Permanents via a Permanental Schur Inequality
Discrete Mathematics
Calculates a hard math problem for computers.
Optimizing and benchmarking the computation of the permanent of general matrices
Quantum Physics
Calculates a hard math problem for computers.