Educational guide School of Engineering |
english |
Computer Security Engineering and Artificial Intelligence (2016) |
Subjects |
COMPLEX NETWORKS |
Contents |
IDENTIFYING DATA | 2021_22 |
Subject | COMPLEX NETWORKS | Code | 17685208 | |||||
Study programme |
|
Cycle | 2nd | |||||
Descriptors | Credits | Type | Year | Period | ||||
6 | Optional | 2Q |
Competences | Learning outcomes | Contents |
Planning | Methodologies | Personalized attention |
Assessment | Sources of information | Recommendations |
Topic | Sub-topic |
Structural properties of complex networks |
Introduction to complex networks Real networks examples Classification of networks Metrics on networks |
Models of complex networks | Erdos-Renyi model Barabasi-Albert preferential attachment Configuration model Watts-Strogatz small-world model |
Mesoscopic description of complex networks | Community structure in complex networks Community detection algorithms Multiple resolution of community structure in networks |
Dynamics on networks | Synchronization in complex networks Epidemic spreading in complex networks Other dynamics: percolation, evolutionary games, diffusion, etc. |