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Implementation and Simulation Study of Methods for the Evolution of Interdependent Networks
Uppsala University, Disciplinary Domain of Science and Technology, Mathematics and Computer Science, Department of Information Technology.
2017 (English)Independent thesis Advanced level (degree of Master (Two Years)), 20 credits / 30 HE creditsStudent thesis
Abstract [en]

The purpose of this work is to study different methods for the evolution of interdependent networks. Different systems such as social networks, proteininteractions or transportation systems can be represented using multilayer networks, which can provide a simple and unified means of expression. In this work,we start by selecting a representation of multilayer networks and outlining the pre-existingmethods to simulate their evolution. We then propose a model of multilayer network formation that considers target measure for the network to be generated and focuses on the case of finite multiplex networks. Thus, before defining the model we propose different measures and properties that should enable us to differentiate between a generated network and a real life counterpart. We simulate network formation following the previous method and show in which cases we get closer to our target measures.

Place, publisher, year, edition, pages
2017. , p. 59
Series
IT ; 17032
National Category
Engineering and Technology
Identifiers
URN: urn:nbn:se:uu:diva-337673OAI: oai:DiVA.org:uu-337673DiVA, id: diva2:1170529
Educational program
Master Programme in Computer Science
Supervisors
Examiners
Available from: 2018-01-16 Created: 2018-01-03 Last updated: 2018-01-16Bibliographically approved

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CiteExportLink to record
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Citation style
  • apa
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Language
  • de-DE
  • en-GB
  • en-US
  • fi-FI
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  • nn-NB
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  • Other locale
More languages
Output format
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