Title :
Membership-Balanced Principle and ITS Application on Fuzzy Linear Programming
Author :
Li, Fa-chao ; Zhang, Zhi-jun
Author_Institution :
Coll. of Econ. & Manage., Hebei Univ. of Sci. & Technol., Shijiazhuang
Abstract :
Propose a principle, membership-balanced principle, to standardize the form of fuzzy information. Based on its structure characteristics, any fuzzy number can be standardized to a triangular one with the aid of a membership-balanced operator. After analyzing the operational properties of a membership-balanced operator for triangularization, a model to solve a system of fuzzy linear equations is given, its effectiveness and usefulness are discussed with an example. All of these help to develop useful techniques to process synthesizedly fuzzy information
Keywords :
fuzzy set theory; linear programming; fuzzy linear equation; fuzzy linear programming; membership-balanced principle; triangular fuzzy number; Artificial intelligence; Conference management; Cybernetics; Educational institutions; Equations; Fuzzy control; Fuzzy reasoning; Fuzzy sets; Fuzzy systems; Linear programming; Machine learning; Shape; Technology management; Fuzzy number; Membership-balanced operator; Membership-balanced principle; System of fuzzy linear equations; Triangular fuzzy number;
Conference_Titel :
Machine Learning and Cybernetics, 2006 International Conference on
Conference_Location :
Dalian, China
Print_ISBN :
1-4244-0061-9
DOI :
10.1109/ICMLC.2006.258901
