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This paper studies the multi-objective fixed-charge transportation problem(MOFCTP)under uncertain environment.Due to globalization of the market,some of the parameters of MOFCTP are treated as rough variables and others are random rough variables.A procedure is shown for converting from uncertain MOFCTP to MOFCTP.Different methods are used to derive the optimal solutions of MOFCTP and then compared.Finally,a real-life example on MOFCTP is included to illustrate the paper.