| Date |
Subject |
Slides
|
22/09
|
Course organization and contents, Motivation, Complex
systems: definitions, methodologies (F/1)
|
01-intro.pdf
|
| 24/09 |
Dynamical systems, Nonlinear dynamics (F/10)
|
02-dynamics.pdf
|
28/09
|
Chaos, Bifurcations and Feigenbaum constant,
Predictability,
Randomness and Chaos (F/14)
|
|
29/09
|
Models of complex systems (MP/3), Cellular automata,
Wolfram's classification, Game of life (MP/8, F/15)
|
03-models-Cellular-Automata.pdf
|
01/10
|
Autonomous agents (MP/6), Flocking, Schooling (F/16),
Synchronization, Formation creation (papers)
|
04-models-Agents.pdf
|
05/10
|
Cooperation and Competition, Game theory basics,
Prisoner's Dilemma (F/17) |
05-Game-Theory.pdf
|
06/10
|
Game theory: Nash equilibrium (EK/6), Coordination games,
Mixed strategy games (EK/6) |
|
08/10
|
Adaptation, Evolution (MP/10, F/20), Genetic algorithms,
Evolutionary games (EK/7) |
06-Adaptation-GA.pdf
|
12/10
|
Network Science: Definitions and examples (EK/1, vS/1) |
07-intro-net-sci.pdf
|
13/10
|
Lauree |
|
| 15/10 |
Graph theory, Basic concepts and definitions (EK/2,
vS/2-3) |
08-graph-theory.pdf
|
| 19/10 |
Diameter, Path length,
Clustering (vS/6-7), Centrality metrics (EK/3); Network
visualization
with Gephi |
|
20/10
|
Structure of real networks (vS/8-9), Degree distribution,
Power-laws, Popularity (EK/18) |
09-universal-properties.pdf
|
| 22/10 |
Models of network formation; The Erdos-Renyi random model
(vS/7) |
10-models-erdos-renyi.pdf
|
| 26/10 |
Erdos-Renyi
random model; Clustered models (vS/7) |
11-models-clustered.pdf |
| 27/10 |
NetLogo
tutorial |
NetLogo.pdf
|
| 29/10 |
Models of network growth, Preferential attachment (vS/7) |
12-models-growth.pdf
|
| 02/11 |
Simulating overlay networks
with PeerSim (PeerSim tutorials) |
PeerSim.pdf |
| 03/11
|
Small-world networks, Network navigation (EK/20) |
13-sw-navigation.pdf
|
| 05/11
|
Peer-to-peer systems and overlay
networks (vS/8), Structured overlays, DHTs, Key-based routing, Chord
(vS/8.2) |
14-p2p.pdf |
| 09/11
|
Distributed network formation:
Newscast, Cyclon, T-Man (papers) |
15-newscast-cyclon-T-Man.pdf |
| 10/11 |
Processes on networks:
Aggregation; Rational dynamics (papers) |
16-aggregation.pdf |
| 12/11 |
Cooperation in selfish
environments, Homophily, Segregation (EK/4) |
17-rational-dynamics.pdf |
| 16/11 |
Diffusion, Percolation, Tipping points, Peer-effects,
Cascades (EK/19, 21) |
18-contagion-percolation.pdf |
17/11
|
Discussion of Project
|
|
19/11
|
Student presentations |
23/11
|
Student presentations |
|
24/11
|
Student
presentations
|
26/12
|
Student presentations
|
|
30/12
|
Student
presentations |
|
01/12
|
Student
presentations |
|
03/12
|
Further discussion of project |
|