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