Date |
Subject |
Slides |
21/09 |
Course organization and contents, Motivation, Complex systems: definitions, methodologies (F/1) |
01-Intro.pdf |
22/09 |
Dynamical systems, Nonlinear dynamics (F/10) |
02-Dynamics.pdf |
23/09 |
Chaos, Bifurcations and Feigenbaum constant, Predictability, Randomness and Chaos (F/14) |
|
28/09 |
Models of complex systems (MP/3), Cellular automata, Wolfram's classification, Game of life (MP/8, F/15) |
03-Models-Cellular-Automata.pdf |
29/09 |
Autonomous agents (MP/6), Flocking, Schooling (F/16), Synchronization, Formation creation (papers) |
04-Models-Agents.pdf |
30/09 |
Cooperation and Competition, Game theory basics, Prisoner's Dilemma (F/17) |
05-Game-Theory.pdf |
05/10 |
Game theory: Nash equilibrium (EK/6), Coordination games, Mixed strategy games (EK/6) |
|
06/10 |
Adaptation, Evolution (MP/10, F/20), Genetic algorithms, Evolutionary games (EK/7) |
06-Adaptation-GA.pdf |
07/10 |
Network Science: Definitions and examples (EK/1, vS/1) |
07-Net-Sci.pdf |
12/10 |
Lauree |
|
13/10 |
Graph theory, Basic concepts and definitions (EK/2, vS/2-3) |
08-Graph-Theory.pdf |
14/10 |
Diameter, Path length, Clustering (vS/6-7), Centrality metrics (EK/3); Network visualization with Gephi |
|
19/10 |
Structure of real networks (vS/8-9), Degree distribution, Power-laws, Popularity (EK/18) |
09-Universal-Properties.pdf |
20/10 |
Models of network formation; The Erdos-Renyi random model (vS/7) |
10-Models-Erdos-Renyi.pdf |
21/10 |
Models of network formation; Clustered models; Watts-Strogatz model (vS/7) |
11-Models-Clustered.pdf |
26/10 |
Models of network growth, Preferential attachment (vS/7) |
12-Models-Growth.pdf |
27/10 |
NetLogo tutorial |
NetLogo.pdf |
28/10 |
Small-world networks, Network navigation (EK/20) |
13-Small-World-Navigation.pdf |
02/11 |
Peer-to-peer systems and overlay networks (vS/8), Structured overlays, DHTs, Key-based routing, Chord (vS/8.2) |
14-P2P.pdf |
03/11 |
Simulating overlay networks with PeerSim (PeerSim tutorials) |
PeerSim.pdf |
04/11 |
Distributed network formation: Newscast, Cyclon, T-Man (papers) |
15-Newscast-Cyclon-T-Man.pdf |
09/11 |
Processes on networks: Aggregation; Rational dynamics (papers) |
16-Aggregation.pdf |
10/11 |
Cooperation in selfish environments, Homophily, Segregation (EK/4) |
17-Rational-Dynamics.pdf |
11/11 |
Presentation of course project specifications |
|
16/11 |
Diffusion, Percolation, Tipping points, Peer-effects, Cascades (EK/19, 21) (Course Evaluation) |
18-Diffusion-Contagion.pdf |
17/11 |
No class |
|
18/11 |
Student presentations |
|
23/11 |
Student presentations |
24/11 |
Student presentations |
|
25/11 |
Student presentations |
30/11 |
Student presentations |
|
01/12 |
Student presentations |
|
02/12 |
Student presentations |
|
07/12 |
Further questions and answers about the project |
|