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Agent-based simulat...
Agent-based simulation fusion for improved decision making for service operations
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- Hilletofth, Per (författare)
- University of Skövde, Sweden,Högskolan i Skövde
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- Ujvari, Sandor (författare)
- University of Skövde, Sweden
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- Johansson, Ronnie (författare)
- University of Skövde, Sweden
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(creator_code:org_t)
- Seattle, US, 2009
- 2009
- Engelska.
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Ingår i: Proceedings of the 12th International Conference on Information Fusion. - Seattle, US. - 9780982443804 ; , s. 998-1005
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Abstract
Ämnesord
Stäng
- 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. We use the estimated 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.
Ämnesord
- TEKNIK OCH TEKNOLOGIER -- Samhällsbyggnadsteknik -- Transportteknik och logistik (hsv//swe)
- ENGINEERING AND TECHNOLOGY -- Civil Engineering -- Transport Systems and Logistics (hsv//eng)
- SAMHÄLLSVETENSKAP -- Ekonomi och näringsliv (hsv//swe)
- SOCIAL SCIENCES -- Economics and Business (hsv//eng)
Nyckelord
- Agent-based simulation fusion
- Service operation
- Agent-based modeling and simulation
- Decision support
Publikations- och innehållstyp
- ref (ämneskategori)
- kon (ämneskategori)
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