Fuzzy constraint logic programming: a proposal

Author

Lim, Joo Hwee

Author_Institution

Real World Comput. Partnership, Singapore

Volume

4

fYear

1995

fDate

20-24 Mar 1995

Firstpage

2305

Abstract

In this paper, we propose a new framework to integrate fuzzy logic programming and fuzzy mathematical programming. While fuzzy relation unifies fuzzy predicate and fuzzy constraint, the compositional rule of inference, when viewed in the right way, bridges the gap between a fuzzy logic clause and a fuzzy optimization formulation. This framework can also be seen as a fuzzification of the constraint logic programming paradigm. We describe a calculus for it and finally discuss the potential approaches for deriving a computational procedure

Keywords

calculus; constraint handling; fuzzy logic; inference mechanisms; mathematical programming; compositional inference rule; fuzzy constraint logic programming; fuzzy logic clause; fuzzy mathematical programming; fuzzy optimization; fuzzy predicate; fuzzy relation; Artificial intelligence; Calculus; Decision making; Ear; Fuzzy logic; Fuzzy reasoning; Fuzzy set theory; Logic programming; Mathematical programming; Proposals;

fLanguage

English

Publisher

ieee

Conference_Titel

Fuzzy Systems, 1995. International Joint Conference of the Fourth IEEE International Conference on Fuzzy Systems and The Second International Fuzzy Engineering Symposium., Proceedings of 1995 IEEE Int

Conference_Location

Yokohama

Print_ISBN

0-7803-2461-7

Type

conf

DOI

10.1109/FUZZY.1995.410000

Filename

410000