Aimming at the interval number-based uncertain multi-attribute decision making problem with unknown attribute weights, the possibility degree and comparative advantage relation theory of interval number is proposed, and some results and conclusions are derived. By learning from the idea of the min-max algorithm rules in the cooperative game theory, a possibility degree programming model is established to determine the attribute weight based on the comparative advantage relation of the interval number. Then,...