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Similarity Measure of Lattice Ordered Multi-Fuzzy Soft Sets Based on Set Theoretic Approach and Its Application in Decision Making
Similarity Measure of Lattice Ordered Multi-Fuzzy Soft Sets Based on Set Theoretic Approach and Its Application in Decision Making
- Source :
- Mathematics, Vol 8, Iss 1255, p 1255 (2020), Mathematics; Volume 8; Issue 8; Pages: 1255
- Publication Year :
- 2020
- Publisher :
- MDPI AG, 2020.
-
Abstract
- Many effective tools in fuzzy soft set theory have been proposed to handle various complicated problems in different fields of our real life, especially in decision making. Molodtsov’s soft set theory has been regarded as a newly emerging mathematical tool to deal with uncertainty and vagueness. Lattice ordered multi-fuzzy soft set (LMFSS) has been applied in forecasting process. However, similarity measure is not used in this application. In our research, similarity measure of LMFSS is proposed to calculate the similarity between two LMFSSs. Moreover, some of its properties are introduced and proved. Finally, an application of LMFSS in decision making using similarity measure is analysed.
- Subjects :
- 0209 industrial biotechnology
Computer science
General Mathematics
02 engineering and technology
Similarity measure
multi-fuzzy set
computer.software_genre
020901 industrial engineering & automation
Lattice (order)
0202 electrical engineering, electronic engineering, information engineering
Computer Science (miscellaneous)
soft set
Engineering (miscellaneous)
LMFSS
lcsh:Mathematics
Vagueness
multi-fuzzy soft set
lcsh:QA1-939
fuzzy soft set
ℒℳℱ??
similarity measure of ℒℳℱ??
similarity measure of LMFSS
020201 artificial intelligence & image processing
Data mining
Fuzzy soft set
computer
Soft set
Subjects
Details
- Language :
- English
- ISSN :
- 22277390
- Volume :
- 8
- Issue :
- 1255
- Database :
- OpenAIRE
- Journal :
- Mathematics
- Accession number :
- edsair.doi.dedup.....55d2e50e5b7d4249479fb129e2b97eed