Title :
Computation of intelligent fusion operations based on constrained fuzzy arithmetic
Author :
Dubois, Didier ; Prade, Henri ; Yager, Ronald R.
Author_Institution :
Inst. de Recherche en Inf., Univ. Paul Sabatier, Toulouse, France
Abstract :
Yager and Kelman (1996) suggested to control the choice of the combination operations which are used, in data fusion, on the basis of the existing relationship between the estimates which are to be fused. For instance, we may want to compute the average of two estimates only if they are close enough. The aim of the paper is to develop fuzzy arithmetic tools for the practical computation of such fuzzily constrained combination of fuzzy numbers
Keywords :
artificial intelligence; constraint theory; fuzzy set theory; sensor fusion; constrained fuzzy arithmetic; data fusion; fuzzy number combination; intelligent fusion operations; Arithmetic; Fuzzy control; Indexing; Information resources; Machine intelligence; Open wireless architecture; Prototypes; Sensor fusion; Sensor phenomena and characterization; Uncertainty;
Conference_Titel :
Fuzzy Systems Proceedings, 1998. IEEE World Congress on Computational Intelligence., The 1998 IEEE International Conference on
Conference_Location :
Anchorage, AK
Print_ISBN :
0-7803-4863-X
DOI :
10.1109/FUZZY.1998.687587
