Title :
Parametric Study of Fuzzy Number Linear Programming
Author :
Yan-Lin Jia ; Yan Yang ; Yi-Hua Zhong
Author_Institution :
Sch. of Sci., Southwest Pet. Univ., Chengdu, China
Abstract :
This paper is devoted to show the effect of the continuous variational parameter in the objective function coefficients on the optimum solution, which is an extension of the sensitivity analysis of fuzzy number linear programming. We prove that if the parameter is in a certain range, this problem has a unique optimal solution, otherwise it has non-unique optimal solutions or is unbounded or infeasible. Then, the optimal value function is a fuzzy linear function of the parameter. Finally, numerical examples demonstrate the theorem and illustrate the computational procedure.
Keywords :
fuzzy set theory; linear programming; computational procedure; fuzzy linear function; fuzzy number linear programming; nonunique optimal solutions; objective function coefficients; optimal value function; sensitivity analysis; Educational institutions; Fuzzy sets; Linear programming; Operations research; Optimization; Sensitivity analysis; fuzzy number linear programming; fuzzy simplex algorithm; ranking function; trapezoidal fuzzy number;
Conference_Titel :
Computational Intelligence and Security (CIS), 2013 9th International Conference on
Conference_Location :
Leshan
Print_ISBN :
978-1-4799-2548-3
DOI :
10.1109/CIS.2013.78