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Modeling random flocks through Generalized Factor Analysis
KTH, School of Electrical Engineering (EES), Automatic Control. KTH, School of Electrical Engineering (EES), Centres, ACCESS Linnaeus Centre.
2013 (English)In: 2013 European Control Conference, ECC 2013, EUCA , 2013, 2421-2426 p.Conference paper, Published paper (Refereed)
Abstract [en]

In this paper, we study modeling and identification of stochastic systems by Generalized Factor Analysis models. Although this class of models was originally introduced for econometric purposes, we present some possible applications of engineering interest. In particular, we show that there is a natural connection between Generalized Factor Analysis models and multi-agents systems. The common factor component of the model has an interpretation as a flocking component of the system behavior.

Place, publisher, year, edition, pages
EUCA , 2013. 2421-2426 p.
Keyword [en]
Common factors, Engineering interests, Factor analysis model, Multi-agents systems, System behaviors
National Category
Control Engineering
Identifiers
URN: urn:nbn:se:kth:diva-136237Scopus ID: 2-s2.0-84893216388ISBN: 978-3-952-41734-8 (print)OAI: oai:DiVA.org:kth-136237DiVA: diva2:675607
Conference
2013 12th European Control Conference, ECC 2013; Zurich; Switzerland; 17 July 2013 through 19 July 2013
Note

Qc 20131218

Available from: 2013-12-04 Created: 2013-12-04 Last updated: 2014-04-09Bibliographically approved

Open Access in DiVA

ECC_2013_Random_Flocks(545 kB)79 downloads
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Bottegal, Giulio
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CiteExportLink to record
Permanent link

Direct link
Cite
Citation style
  • apa
  • harvard1
  • ieee
  • modern-language-association-8th-edition
  • vancouver
  • Other style
More styles
Language
  • de-DE
  • en-GB
  • en-US
  • fi-FI
  • nn-NO
  • nn-NB
  • sv-SE
  • Other locale
More languages
Output format
  • html
  • text
  • asciidoc
  • rtf