The main goal of this paper is to investigate an application problem of fuzzy linear programming model in a textile firm. A new recursive iteration method has been proposed in this research work to solve an uncertain resource variables problem under fuzzy environments. A realistic modified logistic membership function has been utilized in order to capture the fuzziness in the resource variables. The proposed method successfully solves the fuzzy optimization problem in obtaining the optimal solution of the profit function. A comparative study reveals the significant contribution of the proposed techniques in solving the fuzzy optimization problem. The computational results obtained in this paper will be very useful for the analyst and the implementers in the process of satisfactory decision making under turbulent environment. © 2011 Praise Worthy Prize S.r.l. - All rights reserved.