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