ENHANCED ALGORITHM FOR COMPUTING CAYLEY’S FIRST HYPERDETERMINANT
Combinatorial hyperdeterminant DET – is the homogeneous polynomial in the entries of a hypermatrix of even number of indices, which is also a unique SL-invariant of minimal degree. It was first studied by Cayley in the middle of 19-th century. Given its fundamental nature, the computation of this polynomial is an important task. For fixed d and a cubical hypermatrix X of length n Barvinok introduced an algorithm of computing hyperdeterminant in 0(2 nd n d-1 ) . Since the problem of deciding whether for the given hypermatrix X the hyperdeterminant DET(X) is equal to zero is NP-hard, it is essential to develop efficient algorithm for computing hyperdeterminant, as the size of problem grows exponentially. We provide enhanced algorithm of computing hyperdeterminant that requires 0(2 n(d-1) n d-1 ) arithmetic operations.
Authors
- Alimzhan Amanov (ORCID: https://orcid.org/0000-0002-7669-0656)
Institutions
- Kazakh-British Technical University (KZ)
Publication Details
- Journal
- Herald of Kazakh-British technical university
- Published
- 2024-10-01
- DOI
- https://doi.org/10.55452/1998-6688-2024-21-3-58-65
- Primary Topic
- Tensor decomposition and applications
- Type
- article
- Field-Weighted Citation Impact
- 0.00