DocumentCode :
2213901
Title :
Interval type-2 fuzzy linear programming: Uncertain constraints
Author :
García, Juan Carlos Figueroa
Author_Institution :
Lab. for Autom., Microelectron. & Comput. Intell. (LAMIC), Univ. Distrital Francisco Jose de Caldas, Bogotá, Colombia
fYear :
2011
fDate :
11-15 April 2011
Firstpage :
94
Lastpage :
101
Abstract :
This paper presents some definitions about of Interval Type-2 Fuzzy Constraints regarding Interval Type-2 Fuzzy Linear Programming models (IT2 FLP) such as the Interval Type-2 Fuzzy Feasible Region (IT2 FFR) and the concept of an Interval Type-2 Fuzzy Constraint (IT2 FC). In this proposal, a LP problem with uncertain right hand side parameters treated as Interval Type-2 Fuzzy sets is theoretically defined. As always, a real-valued solution should be found, so two optimization methods which deal with uncertain right hand side parameters are referred.
Keywords :
constraint handling; fuzzy control; fuzzy set theory; fuzzy systems; linear programming; interval type-2 fuzzy constraint; interval type-2 fuzzy feasible region; interval type-2 fuzzy linear programming; interval type-2 fuzzy sets; optimization; uncertain constraints; Estimation; Fuzzy sets; Joints; Linear programming; Mathematical model; Optimization; Uncertainty; Linear Programming; Type-2 fuzzy sets; Uncertainty;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Advances in Type-2 Fuzzy Logic Systems (T2FUZZ), 2011 IEEE Symposium on
Conference_Location :
Paris
Print_ISBN :
978-1-61284-077-2
Type :
conf
DOI :
10.1109/T2FUZZ.2011.5949559
Filename :
5949559
Link To Document :
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