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Multiple Criteria Preference Relation by Dominance Relations in Soft Set Theory
- Source :
- Advances in Intelligent Systems and Computing ISBN: 9783319512792, SCDM
- Publication Year :
- 2016
- Publisher :
- Springer International Publishing, 2016.
-
Abstract
- This paper presents the applicability of soft set theory for discovering the preference relation in multi-valued information systems. The proposed approach is based on the notion of multi-soft sets. An inclusion of objects into value set of decision class in soft set theory is used to discover the relation between objects based on preference relation. Results from the experiment shows that dominance relation based on soft theory for preference relation is able to produce a finer object classification by eliminating inconsistencies during classification process as opposed to the expert judgement classification.
- Subjects :
- Class (set theory)
Relation (database)
Process (engineering)
business.industry
Computer science
010103 numerical & computational mathematics
02 engineering and technology
01 natural sciences
Object (philosophy)
Dominance (ethology)
0202 electrical engineering, electronic engineering, information engineering
Information system
020201 artificial intelligence & image processing
Artificial intelligence
0101 mathematics
business
Preference relation
Soft set
Subjects
Details
- ISBN :
- 978-3-319-51279-2
- ISBNs :
- 9783319512792
- Database :
- OpenAIRE
- Journal :
- Advances in Intelligent Systems and Computing ISBN: 9783319512792, SCDM
- Accession number :
- edsair.doi...........602d90c82c045df623744e598a7302af