In this investigation, we propose a new algorithm called Modified Fuzzy Russell’s method to obtain the initial basic feasible of a Fuzzy transportation problem. Thus, some fuzzy numbers are not directly comparable. A numerical illustration is also discussed and new ranking of fuzzy number is introduced.