Order-of-magnitude influence diagrams

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dc.contributor.author Marinescu, Radu
dc.contributor.author Wilson, Nic
dc.contributor.editor Cozman, Fabio
dc.contributor.editor Pfeffer, Avi
dc.date.accessioned 2014-02-18T14:33:50Z
dc.date.available 2014-02-18T14:33:50Z
dc.date.copyright 2011
dc.date.issued 2011-07
dc.identifier.citation MARINESCU, R., RAZAK, A. & WILSON, N. 2011. Order-of-magnitude influence diagrams. In COZMAN, F. & PFEFFER, A. (eds.) UAI 2011: Twenty-Seventh Conference Conference on Uncertainty in Artificial Intelligence. Barcelona, Spain, 14-17 July. Corvallis, Oregon: AUAI Press, pp. 489-496. en
dc.identifier.startpage 489 en
dc.identifier.endpage 496 en
dc.identifier.isbn 978-0-9749039-7-2
dc.identifier.uri http://hdl.handle.net/10468/1392
dc.description.abstract In this paper, we develop a qualitative theory of influence diagrams that can be used to model and solve sequential decision making tasks when only qualitative (or imprecise) information is available. Our approach is based on an order-of-magnitude approximation of both probabilities and utilities and allows for specifying partially ordered preferences via sets of utility values. We also propose a dedicated variable elimination algorithm that can be applied for solving order-of-magnitude influence diagrams. en
dc.format.mimetype application/pdf en
dc.language.iso en en
dc.publisher AUAI Press en
dc.relation.ispartof 27th Conference on Uncertainty in Artificial Intelligence (UAI) 2011, July 14- 17 2011, Barcelona, Spain.
dc.relation.uri http://uai.sis.pitt.edu/displayArticleDetails.jsp?mmnu=2&smnu=2&article_id=2190&author_id=954
dc.rights © 2011, AUAI Press. en
dc.subject Influence diagrams en
dc.subject Sequential decision making en
dc.subject Qualitative information en
dc.subject Order-of-magnitude en
dc.subject Utility values en
dc.subject Variable elimination algorithm en
dc.subject.lcsh Computer science en
dc.title Order-of-magnitude influence diagrams en
dc.type Conference item en
dc.internal.authorurl http://research.ucc.ie/profiles/D005/nwilson en
dc.internal.authorcontactother Nic Wilson, Computer Science, University College Cork, Cork, Ireland. +353-21-490-3000 Email: n.wilson@4c.ucc.ie en
dc.internal.availability Full text available en
dc.date.updated 2012-12-20T18:14:04Z
dc.description.version Accepted Version en
dc.internal.rssid 119864833
dc.contributor.funder Science Foundation Ireland en
dc.description.status Peer reviewed en
dc.internal.copyrightchecked No !!CORA!! No rights information. Front matter of proceedings Copyright © 2011 by AUAI Press but no contact details found for a permission request. en
dc.internal.licenseacceptance Yes en
dc.internal.conferencelocation Barcelona, Spain en
dc.internal.placepublication Corvallis, Oregon en
dc.internal.IRISemailaddress n.wilson@ucc.ie en
dc.relation.project info:eu-repo/grantAgreement/SFI/SFI Principal Investigator Programme (PI)/08/IN.1/I1912/IE/The Development of Artificial intelligence Approaches for Preferences in Combinational Problems/ en


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