Abstract: This paper discusses group s multiple objective decision-making problem. Using least square method as a tool and Lagrange function as algorithm, it establishes the optimizationmodel that determine the weight of index by synthesizing subjective and objective information. Meanwhile, this paper gives the fuzzy scale valuation method of determining theweight of the member of a group, providing a simple and practical method for group s multiple objective decision-making.