| Date |
Subject |
Slides |
| 23/09 |
Course organization and contents, Motivation, Complex systems: definitions, methodologies (F/1); Dynamical systems, Nonlinear dynamics (F/10) |
01-Intro.pdf
02-Dynamics.pdf
|
| 26/09 |
Chaos, Bifurcations and Feigenbaum constant, Predictability, Randomness and Chaos (F/14) Recording |
|
| 30/09 |
Models of complex systems (MP/3), Cellular automata, Wolfram's classification, Game of life (MP/8, F/15) |
03-Models-Cellular-Automata.pdf
04-Models-Agents.pdf
|
| 03/10 |
Autonomous agents (MP/6), Flocking, Schooling (F/16), Synchronization, Formation creation (papers) |
|
| 07/10 |
Cooperation and Competition, Game theory basics, Prisoner's Dilemma (F/17), Game theory: Nash equilibrium (EK/6), Coordination games, Mixed strategy games (EK/6) |
05-Game-Theory.pdf |
| 10/10 |
Adaptation, Evolution (MP/10, F/20), Genetic algorithms, Evolutionary games (EK/7) |
06-Adaptation-GA.pdf |
| 14/10 |
Network Science: Definitions and examples (EK/1, vS/1); Graph theory |
07-Net-Sci.pdf
08-Graph-Theory.pdf
|
| 17/10 |
Graph theory, Basic concepts and definitions (EK/2, vS/2-3), Diameter, Path length, Clustering (vS/6-7), Centrality metrics (EK/3) |
|
| 21/10 |
Class cancelled |
|
| 24/10 |
Structure of real networks (vS/8-9), Degree distribution, Power-laws, Popularity (EK/18); Models of network formation; The Erdos-Renyi random model (vS/7) |
09-Universal-Properties.pdf
10-Models-Erdos-Renyi.pdf
|
| 28/10 |
Tutti i santi |
|
| 31/10 |
Tutti i santi |
|
| 04/11 |
Clustered models; Watts-Strogatz model (vS/7) |
11-Models-Clustered.pdf |
| 07/11 |
Models of network growth, Preferential attachment (vS/7); Small-world networks, Network navigation (EK/20) |
12-Models-Growth.pdf
13-Small-World-Navigation.pdf
|
| 11/11 |
NetLogo tutorial |
NetLogo.pdf |
| 14/11 |
Peer-to-peer systems and overlay networks (vS/8), Structured overlays, DHTs, Key-based routing, Chord (vS/8.2); Distributed network formation: Newscast, Cyclon, T-Man (papers) |
14-P2P.pdf
15-Newscast-Cyclon-T-Man.pdf
|
| 18/11 |
Processes on networks: Aggregation; Rational dynamics (papers) |
16-Aggregation.pdf
17-Rational-Dynamics.pdf
|
| 21/11 |
MatLab tutorial |
Matlab Tutorial.pdf |
| 25/11 |
Cooperation in selfish environments, Homophily, Segregation (EK/4); Diffusion, Percolation, Tipping points, Peer-effects, Cascades (EK/19, 21) (Course Evaluation) |
18-Diffusion-Contagion.pdf |
| 28/11 |
Presentation of course project specifications |
|
| 02/12 |
Class cancelled |
|
| 05/12 |
Student presentations |
|
| 09/12 |
Student presentations |
|
| 12/12 |
Student presentations |
|
| 16/12 |
Further questions and answers about the project |
|