Article ID | Journal | Published Year | Pages | File Type |
---|---|---|---|---|
9498204 | Linear Algebra and its Applications | 2005 | 17 Pages |
Abstract
Behaviour of the eigenvalues of random matrices with an underlying linear structure is investigated, when the structure is exposed to random noise. The question, how a deterministic skeleton behind a random matrix can be recognized, is also discussed. Such random matrices, as weight matrices of random graphs, adequately describe some large biological and communication networks. A range for the power of random power law graphs-for which the structure is robust enough-is established.
Keywords
Related Topics
Physical Sciences and Engineering
Mathematics
Algebra and Number Theory
Authors
Marianna Bolla,