Title :
Fuzzy interpolation by convex completion of sparse rule bases
Author :
Ughetto, Laurent ; Dubois, Didier ; Prade, Henri
Author_Institution :
IRIN, Nantes, France
Abstract :
This paper proposes an approach to the interpolation between sparse fuzzy rules, founded on a unique principle which supplements the classical approximate reasoning machinery. The case of rules of the form A→B, where A and B are intervals is first discussed, and then extended to fuzzy sets
Keywords :
control system synthesis; fuzzy control; fuzzy set theory; intelligent control; interpolation; approximate reasoning; convex completion; fuzzy interpolation; sparse fuzzy rules; sparse rule bases; Bismuth; Fuzzy control; Fuzzy reasoning; Fuzzy sets; Fuzzy systems; Interpolation; Knowledge based systems; Machinery; Shape; Uninterruptible power systems;
Conference_Titel :
Fuzzy Systems, 2000. FUZZ IEEE 2000. The Ninth IEEE International Conference on
Conference_Location :
San Antonio, TX
Print_ISBN :
0-7803-5877-5
DOI :
10.1109/FUZZY.2000.838704
