Complex Network Systems

Winter Semester 2018/2019

Lecture

Lecturers

Marco Aiello

Room

0.363

Period

17.10.2019 - 06.02.2020

Date

Thursdays,14:00 - 15:30

C@mpus

Lecture Complex Network Systems

ILIAS

Complex Network Systems (WS2019)

Exam

Written exam (PL)

Materials
  • Newman (2010) Networks: An Introduction, OUP
  • Barrat, Amaral, Vespignani: dynamical processes on complex networks (Cambridge University Press 2008): a broad presentation of complex network
  • Langevill, Meyer (2006) Google’s PageRank and Beyond, PUP
  • Notes from the lecturer
Language

English

Exercise

Lecturers

Ilche Georgievski

Room

0.363

Period

16.10.2019 - 05.02.2020

Date

Wednesdays, 14:00 - 15:30

C@mpus

Exercise Complex Network Systems

Language

English

Description

Explore the world of coordinated and emergent properties of systems formed by autonomous and independent components that interact. The focus is on graph-based models for complex systems. It covers models such as random graphs, scale-free networks, and small worlds. It presents measures and metrics of complexity in graphs. It analyses aspects of phase transition, resilience and robustness, and synchronisation in networks. The second part of the course considers how such graphs can emerge from distributed autonomous systems, in particular, as the result of a design choice, of the creation of a large scale ICT infrastructure or other engineered systems. Examples are also drawn from biological and social systems.

Contact

This picture showsMarco Aiello
Prof. Dr.

Marco Aiello

Head of Department

This picture showsIlche Georgievski
Dr.

Ilche Georgievski

Lead of Smart Energy Systems Research Area

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