Title :
Fuzzy goal programming with multiple priorities via generalized varying-domain optimization method
Author :
Li, Shaoyuan ; Yang, Yipeng ; Teng, Changjun
Author_Institution :
Inst. of Autom., Shanghai Jiao Tong Univ., China
Abstract :
This paper proposes a generalized varying-domain optimization method for fuzzy goal programming incorporating multiple priorities. According to the three possible styles of the objective function, the varying-domain optimization method and its generalization are corresponding proposed. In contrast to the previous method, the proposed method can make that the higher priority achieving the higher satisfaction degree. In this way, the decision-maker can get the optimal solution as well as guarantee the priorities of the multiple objective optimization problem. We demonstrate the power of this proposed method by three illustrative examples and a practice application.
Keywords :
decision making; fuzzy systems; mathematical programming; decision making; fuzzy goal programming; multiple priorities; varying domain optimization; Automation; Constraint theory; Decision making; Delta modulation; Functional programming; Fuzzy set theory; Mathematical programming; Optimization methods; Research and development; Uncertainty; Fuzzy goal programming; goal programming; multiple priorities;
Journal_Title :
Fuzzy Systems, IEEE Transactions on
DOI :
10.1109/TFUZZ.2004.834821