Title :
Fuzzy two-stage mathematical programming problems
Author :
Wang, Shenghua ; Liu, Yan-kui
Author_Institution :
Faculty of Math. & Comput. Sci., Hebei Univ., China
Abstract :
In this paper, a new class of fuzzy programming problems, called fuzzy two-stage programming, is first presented. Then some basic properties of the two-stage model are discussed. In addition, three solution concepts, wait-and-see solution, here-and-now solution and expected value solution are defined for fuzzy programming. After that, two important indexes, the expected value of perfect information (EVPI) and the value of fuzzy solution (VFS), are introduced, and their relations are illustrated via numerical examples.
Keywords :
fuzzy set theory; mathematical programming; expected value of perfect information; expected value solution; fuzzy programming; fuzzy two-stage programming; here-and-now solution; mathematical programming; value of fuzzy solution; wait-and-see solution; Computer science; Dynamic programming; Fuzzy systems; Linear programming; Mathematical programming; Mathematics; Operations research; Possibility theory; Stochastic processes; Uncertainty;
Conference_Titel :
Machine Learning and Cybernetics, 2003 International Conference on
Print_ISBN :
0-7803-8131-9
DOI :
10.1109/ICMLC.2003.1259977