Journal
INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS
Volume 11, Issue 3, Pages 657-665Publisher
SPRINGER HEIDELBERG
DOI: 10.1007/s13042-019-01023-3
Keywords
Three-way decision; Decision-theoretic rough set; Single-valued neutrosophic set; Cosine similarity measure; Euclidean distance
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Funding
- NNSF of China [61473181, 11771263]
- Fundamental Research Funds for the Central Universities [GK201702008]
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In this paper, we propose two new three-way decision models based on decision-theoretic rough sets with single-valued neutrosophic information. These two models adopt different ranking methods, one of which is the ranking method based on cosine similarity measure. The other is the ranking method based on Euclidean distance. The key steps of the proposed models were shown by an algorithm and we present the breakfast shop siting problem to demonstrate the rationality and practicability of the proposed models. Finally, we make comparison analysis between the two models, and compare our models with other existing related models.
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