| Citation: | XI Zhifei, XU An, KOU Yingxin, et al. Air combat threat assessment based on improved GRA-TOPSIS[J]. Journal of Beijing University of Aeronautics and Astronautics, 2020, 46(2): 388-397. doi: 10.13700/j.bh.1001-5965.2019.0207(in Chinese)
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In order to solve the problem that the coupling between indexes is not considered an the objective weighting method cannot reflect the true importance of indexes relative to evaluation objects from a logical perspective when calculating the weight of indexes in air combat threat assessment, a maximum entropy model based on grey relational degree and grey relational depth is proposed to determine the initial weight, and then the weight is modified according to the grey relational degree among indexes and the decoupling threshold. In order to overcome the shortcomings of grey relational analysis (GRA) and technique for order preference by similarity to solution (TOPSIS), a method of target threat assessment based on GRA-TOPSIS is proposed. First, the influence of mathematical model and fuzzy processing on the target threat assessment is analyzed through example. Second, the results of the target threat assessment using the GRA, TOPSIS, GRA-TOPSIS and mathematical models are compared and analyzed. Finally, different target threat assessment results are obtained by considering the subjective preference of different decision makers. Simulation proved the effectiveness and scientificity of the proposed method.
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