Name
Abstract | ||
|---|---|---|
In 1991, Nisan proved an exponential lower bound on the size of an algebraic branching program (ABP) that computes the determinant of a matrix in the noncommutative “free algebra” setting, in which there are no nontrivial relationships between the matrix entries. By contrast, when the matrix entries commute there are polynomial size ABPs for the determinant. This paper extends Nisan’s result to a much wider class of noncommutative algebras, including all nontrivial matrix algebras over any field of characteristic 0, group algebras of all nonabelian finite groups over algebraically closed fields of characteristic 0, the quaternion algebra, and the Clifford algebras. As a result, we obtain more compelling evidence for the essential role played by commutativity in the efficient computation of the determinant. The key to our approach is a characterization of noncommutative algebras by means of the polynomial identities that they satisfy. Extending Nisan’s lower bound framework, we find that any reduction in complexity compared to the free algebra must arise from the ability of the identities to reduce the rank of certain naturally associated matrices. Using results from the theory of algebras with polynomial identities, we are able to show that none of the identities of the above classes of algebras is able to achieve such a rank reduction. |
Year | DOI | Venue |
|---|---|---|
2007 | 10.1137/S0097539705447359 | SIAM J. Comput. |
Keywords | Field | DocType |
free algebra,extending nisan,polynomial size abps,clifford algebra,matrix entry,polynomial identity,polynomial identities,group algebra,matrix entries commute,noncommutative algebra,nontrivial matrix algebra,determinants,algebraic computation | Discrete mathematics,Clifford algebra,Noncommutative geometry,Characteristic polynomial,Combinatorics,Classification of Clifford algebras,Non-associative algebra,Nest algebra,Mathematics,Algebra representation,Quantum group | Journal |
Volume | Issue | ISSN |
37 | 1 | 0272-5428 |
ISBN | Citations | PageRank |
0-7695-2228-9 | 15 | 0.93 |
References | Authors | |
10 | 2 | |
Name | Order | Citations | PageRank |
|---|---|---|---|
| Steve Chien | 1 | 323 | 19.12 |
| Alistair Sinclair | 2 | 1506 | 308.40 |