In this paper a different approach namely zero neighbouring method is applied for finding a feasible solution for transportation problems directly. The proposed method is a unique, it gives always feasible (may be optimal for some extent) solution without disturbance of degeneracy condition. This method takes least iterations to reach optimality, compared to the existing methods available in the V. J. Sudhakar et al. Here a numerical example is solved to check the validity of the proposed method and degeneracy problem is also discussed