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Agent-Based Simulation Fusion for Improved Decision Making for Service Operations
University of Skövde, The Virtual Systems Research Centre. University of Skövde, School of Technology and Society.ORCID iD: 0000-0002-8305-4412
University of Skövde, The Virtual Systems Research Centre. University of Skövde, School of Technology and Society.
University of Skövde, The Informatics Research Centre. University of Skövde, School of Humanities and Informatics.
2009 (English)In: Proceedings of the 12th International Conference on Information Fusion, IEEE , 2009Conference paper, (Refereed)
Abstract [en]

We use agent-based modeling and simulation to fuse data from multiple sources to estimate the state of some system properties. This implies that the real system of interest is modeled and simulated using agent principles. Using Monte-Carlo simulation, we estimate the values of some decision-relevant numerical properties, such as utilization of resources and service levels, as a decision support for a Maintenance Service Provider. Our initial results indicate that this kind of fusion of information sources can improve the understanding of the problem domain (e.g. to what degree some critical properties influence service operations) and also generate a basis for decision-making.

Place, publisher, year, edition, pages
IEEE , 2009.
Keyword [en]
Agent-based simulation fusion, Service operation, Agent-based modeling and simulation, Decision support
National Category
Engineering and Technology
Research subject
Technology
Identifiers
URN: urn:nbn:se:his:diva-3429ISI: 000273560000129Scopus ID: 2-s2.0-70449363626ISBN: 978-0-9824438-0-4 OAI: oai:DiVA.org:his-3429DiVA: diva2:272417
Conference
Fusion 2009 : the 12th International Conference on Information Fusion : Grand Hyatt Seattle, Seattle, Washington, USA, 6-9 July, 2009
Available from: 2009-10-15 Created: 2009-10-15 Last updated: 2016-12-21Bibliographically approved

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CiteExportLink to record
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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