Decision-making in survey sampling planning is a tricky situation; sometimes it involves multiple objectives, with various decision variables emanating from heterogeneous and homogeneous populations. Dealing the entire population under study its uncertain nature becomes challenging issue for researchers policymakers. Hence, an appropriate design optimization methodology are imperative. The pres...