Date Subject Slides
25/09
Course organization and contents, Motivation, Complex systems: definitions, methodologies (F/1)
01-intro.pdf
26/09 Dynamical systems, Nonlinear dynamics (F/10)
02-dynamics.pdf
01/10
Chaos, Bifurcations and Feigenbaum constant, Predictability, Randomness and Chaos (F/14)

02/10
Models of complex systems (MP/3), Cellular automata, Wolfram's classification, Game of life (MP/8, F/15)
03-models-Cellular-Automata.pdf
03/10
Autonomous agents (MP/6), Flocking, Schooling (F/16), Synchronization, Formation creation (papers)
04-models-Agents.pdf
08/10
Cooperation and Competition, Game theory basics, Nash equilibrium (EK/6) 05-Game-Theory.pdf
09/10
Game theory: Prisoner's Dilemma (F/17), Coordination games, Mixed strategy games (EK/6)
10/10
Adaptation, Evolution (MP/10, F/20), Genetic algorithms, Evolutionary games (EK/7) 06-Adaptation-GA.pdf
15/10
Lauree
16/10
Lauree

17/10
Network Science: Definitions and examples (EK/1, vS/1) 07-intro-net-sci.pdf
22/10 Graph theory, Basic concepts and definitions (EK/2, vS/2-3) 08-graph-theory.pdf
23/10 Diameter, Path length, Clustering (vS/6-7), Centrality metrics (EK/3); Network visualization with Gephi
24/10
Structure of real networks (vS/8-9), Degree distribution, Power-laws, Popularity (EK/18) 09-universal-properties.pdf
29/10 Models of network formation; The Erdos-Renyi random model (vS/7) 10-models-erdos-renyi.pdf
30/10 Erdos-Renyi random model; Clustered models (vS/7) 11-models-clustered.pdf
31/10 NetLogo tutorial netlogo.pdf
05/11 Simulating overlay networks with PeerSim (PeerSim tutorials) peerSim.pdf
06/11 Models of network growth, Preferential attachment (vS/7) 12-models-growth.pdf
07/11 Small-world networks, Network navigation (EK/20) 13-sw-navigation.pdf
12/11 Peer-to-peer systems and overlay networks (vS/8) 14-p2p.pdf
13/11 Structured overlays, DHTs, Key-based routing, Chord (vS/8.2)
14/11 Discussion of project
19/11 Distributed network formation: Newscast, Cyclon, T-Man (papers) 15-newscast-cyclon-T-Man.pdf
20/11 Processes on networks Aggregation; Rational dynamics (papers) 16-aggregation.pdf
21/11 Cooperationin selfish environments, Homophily, Segregation (EK/4) 17-rational-dynamics.pdf
26/11
Diffusion, Percolation, Tipping points, Peer-effects, Cascades (EK/19, 21) 18-contagion-percolation.pdf
27/11
Student presentations
28/11
Student presentations
03/12
Student presentations
04/12
Student presentations

05/12
Student presentations
10/12
Student presentations
11/12
Further discussion of project