Multiple criteria preference relation by dominance relations in soft set theory

Mohd Isa, Awang and Ahmad Nazari, Mohd Rose and Mohd Khalid, Awang and Fadhilah, Ahmad (2017) Multiple criteria preference relation by dominance relations in soft set theory. In: The 2nd International Conference on Soft Computing and Data Mining, SCDM-2016, 18-20 August 2016, Bandung; Indonesia.

[img] Image
FH03-FIK-17-08101.jpg
Restricted to Registered users only

Download (186kB)

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.

Item Type: Conference or Workshop Item (Paper)
Subjects: Q Science > QA Mathematics > QA75 Electronic computers. Computer science
Q Science > QA Mathematics > QA76 Computer software
Divisions: Faculty of Informatics & Computing
Depositing User: Muhammad Akmal Azhar
Date Deposited: 19 Nov 2020 07:49
Last Modified: 19 Nov 2020 07:49
URI: http://eprints.unisza.edu.my/id/eprint/1690

Actions (login required)

View Item View Item