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Multi-attribute decision making method for air target threat evaluation based on intuitionistic fuzzy sets 被引量:45

Multi-attribute decision making method for air target threat evaluation based on intuitionistic fuzzy sets
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摘要 The function of the air target threat evaluation (TE) is the foundation for weapons allocation and senor resources management within the surface air defense. The multi-attribute evaluation methodology is utilized to address the issue of the TE in which the tactic features of the detected target are treated as evaluation attributes. Meanwhile, the intuitionistic fuzzy set (IFS) is employed to deal with information uncertainty in the TE process. Furthermore, on the basis of the entropy weight and inclusion-comparison probability, a hybrid TE method is developed. In order to accommodate the demands of naturalistic decision making, the proposed method allows air defense commanders to express their intuitive opinions besides incorporating into the threat features of the detected target. An illustrative example is provided to indicate the feasibility and advantage of the proposed method. The function of the air target threat evaluation (TE) is the foundation for weapons allocation and senor resources management within the surface air defense. The multi-attribute evaluation methodology is utilized to address the issue of the TE in which the tactic features of the detected target are treated as evaluation attributes. Meanwhile, the intuitionistic fuzzy set (IFS) is employed to deal with information uncertainty in the TE process. Furthermore, on the basis of the entropy weight and inclusion-comparison probability, a hybrid TE method is developed. In order to accommodate the demands of naturalistic decision making, the proposed method allows air defense commanders to express their intuitive opinions besides incorporating into the threat features of the detected target. An illustrative example is provided to indicate the feasibility and advantage of the proposed method.
出处 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2012年第6期891-897,共7页 系统工程与电子技术(英文版)
基金 supported by the National Natural Science Foundation of China (70871117 70571086) the Development Foundation of Dalian Naval Academy
关键词 threat evaluation (TE) intuitionistic fuzzy set (IFS) multi-attribute evaluation intuitive opinions entropy weight inclusion-comparison probability (ICP). threat evaluation (TE), intuitionistic fuzzy set (IFS),multi-attribute evaluation, intuitive opinions, entropy weight,inclusion-comparison probability (ICP).
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