THREAT ASSESSMENT OF AIR TARGETS BASED ON FAHP-ICRITIC COMBINATION WEIGHTING
Volume 6, Issue 3, Pp 20-27, 2024
DOI: 10.61784/jcsee3012
Author(s)
HaoBo Wang*, JianTao Liu
Affiliation(s)
Zhengzhou Campus of Army Academy of Artillery and Air Defense, Zhengzhou 450000, Henan, China.
Corresponding Author
HaoBo Wang
ABSTRACT
Aiming at the problem of target threat assessment in air defense operations, a target threat assessment model based on Fuzzy Analytic Hierarchy Process (FAHP) and Improved Criteria Importance Although Intercrieria Correlation (ICRITIC) is proposed. On the basis of establishing the threat assessment index system, the FAHP and ICRITIC methods are used to determine the subjective and objective weights of the threat indicators, the combination weights are based on the principle of maximizing the deviation, and the target threat degree is evaluated based on the TOPSIS method ( Technique for Order Preference by Similarity to an Ideal Solution, TOPSIS ). The weights and target threat degree obtained by different weighting methods are analyzed to verify the rationality and effectiveness of the proposed method.
KEYWORDS
Air defense operations; Threat assessment; Fuzzy analytic hierarchy process (FAHP); Improved criteria importance though intercrieria correlation (ICRITIC); Combination weighting
CITE THIS PAPER
HaoBo Wang, JianTao Liu. Threat assessment of air targets based on FAHP-ICRITIC combination weighting. Journal of Computer Science and Electrical Engineering. 2024, 6(3): 20-27. DOI: 10.61784/jcsee3012.
REFERENCES
[1] Tang Zhili, Zhang An. Research on the theory and methods of battlefield threat estimation. Fire and Command and Control, 2011,36 (09): 1-4.
[2] Bao Junchen, Han Daowen, Cheng Li, et al. Assessment of penetrating air combat aircraft based on Hierarchical analysis . Modern defense technology, 2023, 1-7.
[3] Yang Xiao, Wang Yumei. Study on operational target optimization based on improved hierarchical analysis. Computer Applications and Software, 2018,35 (04): 28-32.
[4] Zhao Manyun, Zhang Lei. Evaluation method of missile brigade of composite FAHP. Fire and Command & Control, 2022, 47(11): 170-174.
[5] Wang Guangyuan, Li Haomin, Zhu Dacheng, et al. Assessment of sea surface target threat degree based on entropy weight-gray correlation method. Command & Control and Simulation, 2023, 45(04): 57-61.
[6] Huang Liwei, Mu Yang. Escort Operations based on Principal Component Analysis. Fire and Command and Control, 2018, 43(08): 147-150 + 155.
[7] Xu Yuheng, Cheng Siyi, Pang Mengyang. Dynamic radiation source threat assessment based on CRITIC-TOPSIS. Journal of Beijing University of Astronautics, 2020, 46(11): 2168-2175.
[8] Fang Chengzhe, Kou Yingxin, Xu An, etc. Evaluation of VIKOR air combat threat based on AHP-CRITIC combination empowerment. Electro-optic and control, 2021, 28(02): 24-28.
[9] Zhou Hongbo, Zhang Jincheng. Gray target threat assessment based on combination weights. Fire and Command & Control, 2018, 43(10): 143-147.
[10] Lu Yunfei, Li Linlin, Zhang Zhuang. Research and application of the empowerment method of decision index combination. Computer Engineering, 2018, 44(01): 84-90.
[11] And Yelong, Zhang Pengfei, Zhao Yongjuan, et al. The TOPSIS method based on combined empowerment of CRITIC and AHP . Journal of Artillery Launch and Control, 2023, 1-9.
[12] Deng Bao. Research and application of index weight determination method based on portfolio empowerment method. Electronic information confrontation technology, 2016, 31(01): 12-16.
[13] Hua-you Chen. Combination assignment method based on difference maximization in multi-attribute decision making. Systems Engineering and Electronic Technology, 2004, (02): 194-197.
[14] Peng Tao. Construction of a target threat assessment model based on electric-fire integrated air defense. Fire and Command & Control, 2020, 45(03): 100-104.
[15] Yang Junjia, Wu Cuixia, Xiao Jian. Dynamic assessment of the SPA method. Fire and Command and Control, 2021, 46(05): 6-11.
[16] Wang Siyuan, Wang Gang, Zhang Jiarui. Evaluation method of air defense target threat based on the TOPSIS method. Journal of Attack and Guidance, 2019, 39(06): 171-176.
[17] Li Quen, Zhou Zhongliang, Zhang Xiaojie, et al. Aerial target threat assessment based on integrated empowerment and TOPSIS method. Electro-optic and Control, 2022, 29(05): 39-42 + 47.
[18] Yin Ruijie, Yang Zuobin, Wu Cuixia, et al. The TOPSIS method of threat based on grey theory. Ship Electronic Engineering, 2021, 41(11): 107-110.
[19] Kong Shangping, Zhang Hairui, Liao Xianping, et al. Aerial target threat assessment method based on AHP and entropy weight method. Tactical Missile Technology, 2018, (01): 79-84.
[20] Lv yuejin. Sort of fuzzy hierarchy analysis based on fuzzy consensus matrix. Fuzzy System and Mathematics, 2002, (02): 79-85.
[21] Song Dongmei, Liu Chunxiao, Shen Chen, et al. Multi-objective and multi-attribute decision-making method based on the subjective and objective empowerment method. Journal of Shandong University (Engineering Edition), 2015,45 (04): 1-9.
[22] Zhang Chihui, Zhang Yi, Li Jianning. Target selection model based on improved hierarchical analysis and entropy weight method. Journal of Probe and Control, 2022,44 (06): 117-121.
[23] Li Jingfeng, Xiang Huach, Yan Yarong, et al. Combination empowerment evaluation method based on distance maximization and its application. Fire and Command and Control, 2020, 45(06): 18-23 + 29.