We　have　studied　the　partner　selection　problem　(PSP)　in　virtual　enterprises　with　different　preferences　and　uncertainties　in　completion　time　and　due　date.　As　a　result,　a　new　model　employing　fuzzy　sets　theory　has　been　established　to　explain　fuzzy　completion　time　and　fuzzy　due　date.　For　the　candidate　solutions　obtained　by　decision-makers　with　different　preferences,　a　multi-objective　group　decision-making　(MOGDM)　approach　has　been　proposed　to　select　the　best　partner　combination.　Finally,　a　numerical　example　has　been　presented　to　demonstrate　the　validity　of　the　model　and　method.　Copyright　©　2022　Inderscience　Enterprises　Ltd.