In this paper, we present a multi-objective linear fractional programming (MOLFP) approach for multi-objective linear fuzzy goal programming (MOLFGP) problem.Here, we consider a problem in which a set of pair of goals are optimized in ratio rather grip right than optimizing them individually.In particular, we consider the optimization of profit to cash expenditure and crop production in various seasons to land utilization as a fractional objectives and used remaining goals in its original form.Further, the Keyboard Overlay goals set in agricultural production planning are conflicting in nature; thus we use the concept of conflict and nonconflict between goals for computation of appropriate aspiration level.The method is illustrated on a problem of agricultural production system for comparison with Biswas and Pal [1] method to show its suitability.