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Evaluation Method of Combat Effectiveness of Electronic Warfare Equipment Based on Improved Fruit Fly Algorithm

Authors :
Liu Jiangwei
Xie Kai
Liu Jing
Source :
2020 IEEE International Conference on Industrial Application of Artificial Intelligence (IAAI).
Publication Year :
2020
Publisher :
IEEE, 2020.

Abstract

When using the original method to evaluate the operational effectiveness of electronic warfare equipment, due to the influence of too many states involved, it is impossible to build the combat simulation model of electronic warfare equipment, and the calculation results of unit damage probability in the range of 1000-3000 meters in the configuration area are inaccurate. Therefore, an operational effectiveness evaluation of electronic warfare equipment based on improved fruit fly algorithm is proposed method. The operational simulation model of EW equipment is established, which mainly includes battlefield environment model, entity model and combat action model. Using the method of decomposing and evaluating targets, the index set is initially drawn up, and the initial index set is compared, selected, and de-correlated. Through the screening index, the operational effectiveness evaluation model of electronic warfare equipment is constructed to realize the operational effectiveness evaluation of electronic warfare equipment. The original method is compared with this method, and the experimental results prove that the accuracy of the calculation result of the damage probability of the soldier group of the method is higher than that of the original method, and the performance is improved.

Details

Database :
OpenAIRE
Journal :
2020 IEEE International Conference on Industrial Application of Artificial Intelligence (IAAI)
Accession number :
edsair.doi...........5fb3576b8814f214520dcbafefee48d4
Full Text :
https://doi.org/10.1109/iaai51705.2020.9332809