arXiv Open Access 2020

Distributed algorithms to determine eigenvectors of matrices on spatially distributed networks

Nazar Emirov Cheng Cheng Qiyu Sun Zhihua Qu

Lihat Sumber

Abstrak

Eigenvectors of matrices on a network have been used for understanding spectral clustering and influence of a vertex. For matrices with small geodesic-width, we propose a distributed iterative algorithm in this letter to find eigenvectors associated with their given eigenvalues. We also consider the implementation of the proposed algorithm at the vertex/agent level in a spatially distributed network.

Topik & Kata Kunci

cs.DC cs.IT

Penulis (4)

Nazar Emirov

Cheng Cheng

Qiyu Sun

Zhihua Qu

Format Sitasi

APA MLA BibTeX

Emirov, N., Cheng, C., Sun, Q., Qu, Z. (2020). Distributed algorithms to determine eigenvectors of matrices on spatially distributed networks. https://arxiv.org/abs/2011.11223

Akses Cepat

Lihat di Sumber

Informasi Jurnal

Tahun Terbit: 2020
Bahasa: en
Sumber Database: arXiv
Akses: Open Access ✓