Comprehensive analysis of the various attributes of the targets and the comprehensive sorting are the core issues in the composite team's decision-making. Aiming at the shortcomings of traditional target ranking methods, this paper proposes a fuzzy comprehensive sorting method that combines the Improved Analytic Hierarchy Process (IAHP) with the Entropy Weight Method (EWM).On the basis of making full use of the previous evaluation indicators, the psychological value of the target is included in the evaluation index system, which improves the comprehensiveness of the evaluation.In the process of calculating the weight of the evaluation index, the IAHP-EWM is used, and the subjective and objective characteristics of expert scoring are taken into consideration, thus the rationality of weight calculation is improved.Based on the evaluation index and the weights, a multi-level fuzzy evaluation algorithm is proposed for target sorting. Eight important goals in the scenario are sorted by using the method.The results show that the ranking result is in line with the commander's cognition, which can improve the rationality and effectiveness of decision-making.