Distance-based double-quantitative rough fuzzy sets with logic operations

•Distance-based fuzzy similarity relation in numerical information systems is presented.•Distance-based single-quantitative rough fuzzy set models are proposed.•Distance-based double-quantitative rough fuzzy set models with logic operation are addressed.•Decision rules with parameter variation in Db-Dq-RFS and experimental evaluation are discussed.