基于非对称模糊云模型的雷达作战效能评估

    Evaluation of Radar Combat Effectiveness Based on Asymmetric Fuzzy Cloud Model

    • 摘要: 针对雷达作战效能评估问题,文中首先根据雷达任务需求以及作战效能影响因素,构建了雷达作战效能评估模型与指标体系,详细阐释了各指标内涵并明确给出具体计算方法。其次,针对评估过程中决策信息的确定性、随机性与模糊性问题,提出了非对称模糊云模型,该模型通过优化隶属函数构造方式与数字特征取值策略,使其更贴近实际评估场景,从而显著提高了雷达作战效能综合评判的准确性与合理性。最后,结合具体实例对模型进行实证检验,并将评估结果与模糊综合评判法、传统云评价法进行了对比分析。结果表明,所提出的非对称模糊云模型能够更灵活地适应评估数据取值的多样性与不确定性,有效适用于雷达作战效能评估过程,具有良好的适用性与实际应用价值。

       

      Abstract: In response to the evaluation of radar operational effectiveness, a radar operational effectiveness evaluation model and an index system are firstly constructed according to the radar mission requirements and the influencing factors of operational effectiveness. A detailed explanation of the meaning of each index is presented, and its specific calculation method is clearly defined. Then, for the issues of certainty, randomness, and fuzziness in the decision-making information during the evaluation process, an asymmetric fuzzy cloud model is proposed, and the model is able to better reflect actual evaluation scenarios by optimizing the construction method of membership function and the strategy of selecting digital features, thereby significantly improving the accuracy and rationality of comprehensive evaluation of radar combat effectiveness. Finally, the evaluation model is applied in practice using an example, and the evaluation results are compared with those by the fuzzy comprehensive method and the traditional cloud model. The results show that the proposed asymmetric fuzzy cloud model can more flexibly adapt to the diversity and uncertainty of the values of evaluation data, and effectively adapt to the evaluation process of radar combat effectiveness, presenting good applicability and practical application value.

       

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