Abstract: This paper deals with the transportation problem that has fuzzy cost coefficient. In this paper the aim of work is to introduce dual simplex method to solve transportation problem with fuzzy objective functions. The fuzzy objective functions have fuzzy demand and supply coefficients, which are represented as fuzzy numbers. For this we are solving fuzzy transportation problem by dual simplex method.