Uncertain linear constraints
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.date.updated | 2020-11-04T13:33:13Z | |
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.description.status | Peer reviewed | en |
dc.description.version | Accepted Version | en |
dc.format.mimetype | application/pdf | en |
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.endpage | 235 | en |
dc.identifier.startpage | 231 | en |
dc.identifier.uri | https://hdl.handle.net/10468/10763 | |
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 |