| Title: |
On the spectra of scale-free and small-world networks. |
| Authors: |
Mirchev, Mircho |
| Source: |
Electrotechnica & Electronica (E+E); 2019, Vol. 54 Issue 1/2, p9-16, 8p |
| Subject Terms: |
Communication network analysis; System analysis; Graph theory; Data analysis; Topology |
| Abstract: |
This paper reviews the most commonly used models of complex systems and networks - Erdos- Renyi, Watts-Strogatz and Barabasi-Albert models. These models address different sets of properties and phenomena of real-life networks. Spectral analysis of the reviewed models has been made and also a dataset of Autonomous Systems (AS) links is been reviewed. Spectral analysis for the AS-links graph has been made and compared the spectra of the reviewed models. Based on this works, a new model can be developed, that better describes the unique characteristics of the biggest and most complex network - Internet. [ABSTRACT FROM AUTHOR] |
| : |
Copyright of Electrotechnica & Electronica (E+E) is the property of Union of Electronics, Electrical Engineering & Telecommunications (CEEC) and its content may not be copied or emailed to multiple sites without the copyright holder's express written permission. Additionally, content may not be used with any artificial intelligence tools or machine learning technologies. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract. (Copyright applies to all Abstracts.) |
| Database: |
Complementary Index |