Uncertain linear constraints

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dc.contributor.author Wilson, Nic
dc.date.accessioned 2020-11-16T14:02:37Z
dc.date.available 2020-11-16T14:02:37Z
dc.date.issued 2004-08
dc.identifier.citation Wilson, Nic; (2004) 'Uncertain Linear Constraints ', ECAI' 04: Proceedings of the 16th European Conference on Artificial Intelligence, 22- 27 August, Valencia, Spain: IOS Press, pp. 231-235. en
dc.identifier.startpage 231 en
dc.identifier.endpage 235 en
dc.identifier.uri http://hdl.handle.net/10468/10763
dc.description.abstract Linear constraints occur naturally in many reasoning problems and the information that they represent is often uncertain. There is a difficulty in applying many AI uncertainty formalisms to this situation, as their representation of the underlying logic, either as a mutually exclusive and exhaustive set of possibilities, or with a propositional or a predicate logic, is inappropriate (or at least unhelpful). To overcome this, we express reasoning with linear constraints as a logic, and develop the formalisms based on this different underlying logic. We focus in particular on a possibilistic logic representation of uncertain linear constraints, a lattice-valued possibilistic logic, and a Dempster-Shafer representation. en
dc.format.mimetype application/pdf en
dc.language.iso en en
dc.publisher IOS Press en
dc.relation.uri https://www.iospress.nl/book/ecai-2004/
dc.rights © 2004 IOS Press en
dc.subject Constraints en
dc.subject Logic en
dc.subject Linear constraints en
dc.subject AI uncertainty formalisms en
dc.title Uncertain linear constraints en
dc.type Conference item en
dc.internal.authorcontactother Nic Wilson, Computer Science, University College Cork, Cork, Ireland. +353-21-490-3000 Email: n.wilson@ucc.ie en
dc.internal.availability Full text available en
dc.date.updated 2020-11-04T13:33:13Z
dc.description.version Accepted Version en
dc.internal.rssid 376703
dc.description.status Peer reviewed en
dc.internal.copyrightchecked No
dc.internal.licenseacceptance Yes en
dc.internal.IRISemailaddress n.wilson@ucc.ie en

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