This paper addresses a fuzzy portfolio selection problem for a conservative investor. From the view point of the conservative preference, the fuzzy optimization model can be transformed into a linear programming model. The numerical example expresses that the return of the optimal portfolio is greater than the existing ones under the conservative preference order.