Measurement, modeling, reduction of decision-theoretic multigranulation fuzzy rough sets based on three-way decisions

X Zhang, J Jiang - Information Sciences, 2022 - Elsevier
Variable precision multigranulation fuzzy rough sets (VP-MFRSs) use two direct integrations:
the multigranulation maximum and minimum. Their optimistic and pessimistic models …

Generalized fuzzy neighborhood system-based multigranulation variable precision fuzzy rough sets with double TOPSIS method to MADM

Z Shi, S Xie, L Li - Information Sciences, 2023 - Elsevier
Multigranulation fuzzy rough sets (MFRSs), variable precision fuzzy rough sets (VPFRSs)
and their combinations with traditional decision-making methods are fundamental in the …

Novel classes of coverings based multigranulation fuzzy rough sets and corresponding applications to multiple attribute group decision-making

X Ma, J Zhan, B Sun, JCR Alcantud - Artificial Intelligence Review, 2020 - Springer
The notion of covering based multigranulation fuzzy rough set (CMGFRS) models is a
generalization of both granular computing and covering based fuzzy rough sets. Therefore it …

Multi-granulation fuzzy rough sets based on overlap functions with a new approach to MAGDM

X Zhang, J Shang, J Wang - Information Sciences, 2023 - Elsevier
A common approach to constructing fuzzy rough sets (FRSs) is using t-norms. Furthermore,
establishing multi-granulation fuzzy rough sets (MGFRSs) is also usually undertaken by …

[HTML][HTML] Uncertainty and reduction of variable precision multigranulation fuzzy rough sets based on three-way decisions

T Feng, HT Fan, JS Mi - International Journal of Approximate Reasoning, 2017 - Elsevier
This paper studies reduction of a multigranulation fuzzy information system by using
uncertainty measures based on variable precision multigranulation decision-theoretic fuzzy …

Variable precision multigranulation decision-theoretic fuzzy rough sets

T Feng, JS Mi - Knowledge-Based Systems, 2016 - Elsevier
This paper studies variable precision multigranulation fuzzy decision-theoretic rough sets in
an information system. We firstly review definitions and properties of multigranulation fuzzy …

Overlap functions based (multi-granulation) fuzzy rough sets and their applications in MCDM

X Wen, X Zhang - Symmetry, 2021 - mdpi.com
Through a combination of overlap functions (which have symmetry and continuity) and a
fuzzy β-covering fuzzy rough set (FCFRS), a new class of FCFRS models is established, and …

Covering based multigranulation fuzzy rough sets and corresponding applications

J Zhan, X Zhang, Y Yao - Artificial Intelligence Review, 2020 - Springer
By combining covering based rough sets, fuzzy rough sets, and multigranulation rough sets,
we introduce covering based multigranulation fuzzy rough set models by means of fuzzy β β …

Multigranulation fuzzy rough set over two universes and its application to decision making

B Sun, W Ma, Y Qian - Knowledge-Based Systems, 2017 - Elsevier
The original Pawlak's rough set approach based on indiscernibility relation (single
granularity) has been extended to multigranulation rough set structure in the recent years …

Fuzzy multi-granulation decision-theoretic rough sets based on fuzzy preference relation

P Mandal, AS Ranadive - Soft Computing, 2019 - Springer
Preference analysis is a class of important issues in multi-criteria decision making. The
rough set theory is a powerful approach to handle preference analysis. In order to solve the …