| Date |
Subject |
Slides
|
28/09
|
Course organization and contents, Motivation, Complex
systems: definitions, methodologies (F/1)
|
01-Intro.pdf
|
| 30/09 |
Dynamical systems, Nonlinear dynamics (F/10)
|
02-Dynamics.pdf
|
01/10
|
Chaos, Bifurcations and Feigenbaum constant,
Predictability,
Randomness and Chaos (F/14)
|
|
05/10
|
Models of complex systems (MP/3), Cellular automata,
Wolfram's classification, Game of life (MP/8, F/15)
|
03-Models-Cellular-Automata.pdf
|
07/10
|
Autonomous agents (MP/6), Flocking, Schooling (F/16),
Synchronization, Formation creation (papers)
|
04-Models-Agents.pdf
|
08/10
|
Cooperation and Competition, Game theory basics,
Prisoner's Dilemma (F/17) |
05-Game-Theory.pdf
|
12/10
|
Lauree |
|
14/10
|
Game theory: Nash equilibrium (EK/6), Coordination games,
Mixed strategy games (EK/6) |
|
15/10
|
Adaptation, Evolution (MP/10, F/20), Genetic algorithms,
Evolutionary games (EK/7) |
06-Adaptation-GA.pdf
|
19/10
|
Network Science: Definitions and examples (EK/1, vS/1) |
07-Net-Sci.pdf
|
| 21/10 |
Graph theory, Basic concepts and definitions (EK/2,
vS/2-3) |
08-Graph-Theory.pdf
|
| 22/10 |
Diameter, Path length,
Clustering (vS/6-7), Centrality metrics (EK/3); Network
visualization
with Gephi |
|
| 26/10 |
Structure of real networks (vS/8-9), Degree distribution,
Power-laws, Popularity (EK/18) |
09-Universal-Properties.pdf
|
28/10
|
Models of network formation; The Erdos-Renyi random model
(vS/7) |
10-Models-Erdos-Renyi.pdf
|
| 29/10 |
Models of network
formation; Clustered models; Watts-Strogatz model (vS/7) |
11-Models-Clustered.pdf |
| 02/11 |
NetLogo tutorial |
NetLogo.pdf |
| 04/11 |
Models of network growth, Preferential attachment (vS/7) |
12-Models-Growth.pdf |
| 05/11 |
Small-world networks, Network navigation (EK/20) |
13-Small-World-Navigation.pdf |
| 09/11 |
Simulating overlay networks with PeerSim (PeerSim tutorials) |
PeerSim.pdf |
| 11/11
|
Peer-to-peer systems and overlay
networks (vS/8), Structured overlays, DHTs, Key-based routing, Chord
(vS/8.2) |
14-P2P.pdf |
| 12/11
|
Distributed network formation: Newscast, Cyclon, T-Man (papers) |
15-Newscast-Cyclon-T-Man.pdf |
| 16/11 |
Processes on networks: Aggregation; Rational dynamics (papers) |
16-Aggregation.pdf |
| 18/11 |
Cooperation in selfish environments, Homophily, Segregation (EK/4) (Course Evaluation) |
17-Rational-Dynamics.pdf |
| 19/11
|
Diffusion, Percolation, Tipping points, Peer-effects, Cascades (EK/19, 21) |
18-Diffusion-Contagion.pdf |
| 23/11 |
Presentation of course project specifications
|
Project.pdf
|
25/11
|
Student presentations |
|
26/11
|
Student presentations |
30/11
|
Student presentations |
|
02/12
|
Student presentations |
03/12
|
Student presentations
|
|
07/12
|
Student presentations |
|
10/12
|
Questions and answers about the project |
|