Title :
Fuzzy semantics and fuzzy constraint networks
Author :
Bowen, James ; Lai, Robert ; Bahler, Dennis
Author_Institution :
Dept. of Comput. Sci., North Carolina State Univ., Raleigh, NC, USA
Abstract :
After reviewing the notion of crisp constraint networks and their relationship to semantics in classical logic, the authors define fuzzy constraint networks and their relationship to fuzzy logic. Then they introduce Khayyam, a fuzzy constrained-based programming language which implements much of Zadeh´s PRUF formalism. In Khayyam, any sentence in the first-order fuzzy predicate calculus is a well-formed constrained statement. Finally, using Khayyam to address an equipment selection application, the expressive power of constraint-based languages is illustrated
Keywords :
constraint handling; fuzzy logic; logic programming languages; Khayyam; first-order fuzzy predicate calculus; fuzzy constrained-based programming language; fuzzy constraint networks; fuzzy logic; fuzzy semantics; Calculus; Computer languages; Computer science; Engines; Expert systems; Fuzzy logic; Inference algorithms; Knowledge representation; Logic programming; Vocabulary;
Conference_Titel :
Fuzzy Systems, 1992., IEEE International Conference on
Conference_Location :
San Diego, CA
Print_ISBN :
0-7803-0236-2
DOI :
10.1109/FUZZY.1992.258793