Enhancing Gershgorin-type theorems: Novel approaches to localization of generalized tensor eigenvalues
This paper introduces novel inclusion sets for localizing generalized eigenvalues of tensor pairs. First, we present new Gershgorin-type theorems that define regions in the complex plane, providing greater computational simplicity than existing methods. Second, we develop discs that remove restrictive assumptions, broadening the method's applicability to a wider range of tensors. These proposed sets offer both computational efficiency and tighter eigenvalue bounds than previous techniques. Numerical examples are included to demonstrate the method's superior accuracy and effectiveness.
Authors
- Abbas Askarizadeh (ORCID: https://orcid.org/0000-0001-6663-0548)
- Mohsen Tourang
- Mostafa Zangiabadi (ORCID: https://orcid.org/0000-0003-4472-3609)
Institutions
- University of Hormozgan (IR)
Publication Details
- Journal
- Journal of Industrial and Management Optimization
- Published
- 2025-01-01
- DOI
- https://doi.org/10.3934/jimo.2025068
- Primary Topic
- Tensor decomposition and applications
- Type
- article
- Field-Weighted Citation Impact
- 0.00