Lattice Structure of Variable Precision Rough Sets
Sumita Basu
TL;DR
This paper investigates the lattice structure of variable precision rough sets, extending the concept to include variable classification error and exploring their algebraic properties.
Contribution
It introduces the algebraic framework for variable precision rough sets with variable classification error, expanding the theoretical understanding of their structure.
Findings
Lattice structure of variable precision rough sets established
Algebraic properties of variable classification error analyzed
Extended the theoretical foundation of rough set theory
Abstract
The main purpose of this paper is to study the lattice structure of variable precision rough sets. The notion of variation in precision of rough sets have been further extended to variable precision rough set with variable classification error and its algebraic properties are also studied.
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Taxonomy
TopicsRough Sets and Fuzzy Logic