Possibilisitic linear programming: a brief review of fuzzy mathematical programming and a comparison with stochastic programming in portfolio selection problem

摘要

In this paper, we review some fuzzy linear programming methods and techniques from a practical point of view. In the first part, the general history and the approach of fuzzy mathematical programming are introduced. Using a numerical example some models of fuzzy linear programming are described. In the second part of he paper, fuzzy mathematical programming approaches are compared to stochastic programming ones. The advantages and disadvantages of fuzzy mathematical programming approaches are exemplified in the setting of an optimal portfolio selection problem. Final, some newly developed ieas and techniques in fuzzy mathematical programming are briefly reviewed.