Analysis of Complex Networks: Structure
and Dynamics
Politecnico
di Milano
February 20
- 22, 2013
Lecturers
Program
Registration
Venue
Contacts
Download
the pdf
announcement
Exam for PhD students
Last update: Feb 5,
2013
|
Analysis of Complex
Networks:
Structure and Dynamics
Politecnico
di Milano, February 20 -
22, 2013
Scientific course organised by
A network is a set of agents pairwise
connected by links. Despite the simplicity of
this definition, the theoretical properties of
networks are extremely rich and diversified. Most
notably, networks turn out to be extremely flexible in
modeling a wide variety of phenomena characterized by
a large number of interconnected elementary units: social
networks, the Internet and
the WWW, sensor networks,
ecological communities, biochemical systems,
energy transportation networks, economic
and financial networks, are just but a few
examples.
The course is part
of the teaching activities organized by the PhD Program in Information
Technology at Politecnico di Milano, yet it is not only addressed to PhD
students, but to all researchers working in any
areas of science and engineering and interested in
the theory and applications of complex networks.
The aim is to illustrate
the fundamental theoretical notions as well as a
number of applications in specific fields. The
basic definitions, a few useful indicators, and the
most important network models are first introduced ("structure").
Then, dynamical systems interacting through the
network will be considered, to illustrate how
phenomena such as epidemic/information diffusion or
large-scale consensus and synchronization can be dealt
with ("dynamics").
LECTURERS
Renato Casagrandi, Department of Electronics, Information and Bioengineering, Politecnico
di Milano [webpage]
Fabio Dercole, Department of Electronics, Information
and Bioengineering, Politecnico di
Milano [webpage]
Fabrizio
De Vico Fallani, CNRS UMR-7225, CRICM - Hôpital
de La Pitié-Salpêtrière,
Paris [webpage]
Mario Di Bernardo, Department of
Systems and Computer Engineering, University of Naples
"Federico II" [webpage]
Giorgio
Fagiolo, Laboratory of Economics and Management,
Sant'Anna School of Advanced Studies, Pisa [webpage]
Carlo Piccardi, Department of
Electronics, Information and Bioengineering,
Politecnico di Milano [webpage]
Sergio Rinaldi, Department
of Electronics, Information and Bioengineering,
Politecnico di Milano [webpage]
Alessandro Rizzo, Department of Electrical and Information
Engineering, Politecnico di Bari
[webpage]
Roberto Tempo, CNR-IEIIT, Politecnico di Torino [webpage]
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PROGRAM
The language of the course
(lectures and notes) is English.
Wednesday, February 20
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9:00 - 12:30
[Piccardi]
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Networks
and their topology. Distance, diameter,
clustering coefficient, degree distribution,
measures of centrality. Network models: random,
small-world, scale-free. Community analysis |
|
|
14:00 - 15:30
[Tempo]
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The PageRank computation in
Google, randomized algorithms, web aggregation
and consensus of multi-agent systems |
16:00 - 17:30
[Fagiolo]
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The international-trade
network: empirical evidence and modeling
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Thursday, February
21
9:00 -
10:30
[De Vico Fallani]
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Networks in the brain
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11:00 - 12:30
[Casagrandi]
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Contact
processes on networks: dynamics of epidemic
diseases |
|
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14:00 - 17:30
[Rinaldi]
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Networks of
dynamical systems and collective behaviors |
[Rinaldi]
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Emergence
of spatial patterns and Turing instability
|
[Dercole]
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Master-slave
synchronization |
[Dercole]
|
Master
Stability Function approach |
Friday, February 22
9:00 - 12:30
[Dercole]
|
Connection
Graph Stability method |
[Rinaldi]
|
Topological
indicators of synchronization propensity |
[Dercole]
|
Evolution
of biological networks toward synchrony and
chaos
|
|
|
14:00 -
15:30
[Di
Bernardo]
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Adaptation
and evolution for synchronization and control of
complex networks |
16:00 - 17:30
[Rizzo]
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Consensus-based
distributed estimation in sensor networks |
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REGISTRATION
The participation is free of
charge but restricted to:
- people working at the
Politecnico di Milano: PhD students, research
associates ("assegnisti"), and professors of any
Department;
- members of SICC -
Italian Society for Chaos and Complexity.
Please read carefully here below if
you are in none of these two groups.
The application is mandatory for
all participants:
- If you are a PhD student at Politecnico di
Milano, you must
include the course in your study plan by the usual
Poliself procedure ( read the notes on the exam for PhD students).
- If you work at Politecnico di Milano as a professor, post-doc, research associate
("assegnista"), etc., of any Department, you must fill in and mail the registration
form [click here for the form].
- If you are a SICC member,
you must fill in and mail the registration
form [click here for the form].
- If you are in none of the above
categories but wish to participate, please follow the
special instructions for joint application to SICC
and to the ACN2013 course [go to the page of instructions].
A certificate of attendance will be given to all
participants at the end of the course.
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VENUE
The course will be held at the Dipartimento
di
Elettronica, Informazione e Bioingegneria (DEIB),
Politecnico di Milano, via Ponzio 34/5 (building
20), 20133 Milano, in the "Sala Conferenze" (ground
floor).
The Department building is located
in the Bassini campus of the Politecnico di Milano. It
is within walking distance of the stations Piola and
Lambrate FS of the Metro (underground) line 2 ("green
line"), of the tram lines 23 and 33, of the bus line 93,
and of the train station Lambrate FS. For further
information on how to reach, you can read these instructions.
The organisers of the course cannot
take care of travel and accommodation of the
participants. Many hotels are available near the campus
[click here for a
list].
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CONTACTS
For enquiries about the content
of the course, please contact the organizer Prof.
Carlo Piccardi (carlo.piccardi@polimi.it).
PhD students of Politecnico
doctoral programs, please contact the relevant PhD
secretariat for any enquiry about the application
procedure or any other administrative information.
Current and prospective SICC
members, please contact the SICC secretariat (info@sicc-it.org)
for any information.
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