Title :
Logical foundations for constraints on fuzzy sets in soft computing: MV-partitions and refinement
Author :
Amato, Paolo ; Manara, Corrado ; Porto, Domenico
Author_Institution :
STMicroelectronics, Milan, Italy
fDate :
6/23/1905 12:00:00 AM
Abstract :
Although many authors have proposed constraints on membership functions for automatic optimization processes, formal definitions of these constraints are usually not well connected with the theory of partitions in many-valued and fuzzy logic. Our aim here is to derive these constraints from the theory of partitions in MV-logic, and to analyze the concept of refinement of a partition
Keywords :
Boolean functions; fuzzy logic; fuzzy set theory; fuzzy systems; multivalued logic; MV-partitions; constraints; fuzzy sets; logical foundations; many-valued logic; optimization; refinement; soft computing; Constraint optimization; Constraint theory; Control system synthesis; Face; Fuzzy logic; Fuzzy sets; Fuzzy systems; Humans; Joining processes; Modeling;
Conference_Titel :
Fuzzy Systems, 2001. The 10th IEEE International Conference on
Conference_Location :
Melbourne, Vic.
Print_ISBN :
0-7803-7293-X
DOI :
10.1109/FUZZ.2001.1008859