{"title":"电子防空作战中雷达干扰任务智能分配方法研究","authors":"Jun Li, Lei Hu, W. Dai, Bin Fan","doi":"10.1145/3467707.3467780","DOIUrl":null,"url":null,"abstract":"Radar jamming task assignment is one of the most important functions of EW simulation system. The result of radar jamming task assignment has great influence on the EW effect. At present, the existing optimization algorithm has difficulty in meeting the demand of simulation for its complexity and long computing time. In view of this problem, a new evolution algorithm, particle swarm optimization, is adopted to solve radar jamming task assignment problem on the basis of studying the problem and the algorithm is compared with the Genetic algorithm. The simulation result shows that the algorithm has faster computing speed and not many parameters to adjust in the same condition compared with the Genetic algorithm, so it is more suitable to solve radar jamming task assignment problem.","PeriodicalId":145582,"journal":{"name":"2021 7th International Conference on Computing and Artificial Intelligence","volume":"1 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2021-04-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Research on Intelligent Assignment Method of Radar Jamming Task in Electronic Air Defense Operation\",\"authors\":\"Jun Li, Lei Hu, W. Dai, Bin Fan\",\"doi\":\"10.1145/3467707.3467780\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Radar jamming task assignment is one of the most important functions of EW simulation system. The result of radar jamming task assignment has great influence on the EW effect. At present, the existing optimization algorithm has difficulty in meeting the demand of simulation for its complexity and long computing time. In view of this problem, a new evolution algorithm, particle swarm optimization, is adopted to solve radar jamming task assignment problem on the basis of studying the problem and the algorithm is compared with the Genetic algorithm. The simulation result shows that the algorithm has faster computing speed and not many parameters to adjust in the same condition compared with the Genetic algorithm, so it is more suitable to solve radar jamming task assignment problem.\",\"PeriodicalId\":145582,\"journal\":{\"name\":\"2021 7th International Conference on Computing and Artificial Intelligence\",\"volume\":\"1 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2021-04-23\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2021 7th International Conference on Computing and Artificial Intelligence\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1145/3467707.3467780\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2021 7th International Conference on Computing and Artificial Intelligence","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1145/3467707.3467780","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Research on Intelligent Assignment Method of Radar Jamming Task in Electronic Air Defense Operation
Radar jamming task assignment is one of the most important functions of EW simulation system. The result of radar jamming task assignment has great influence on the EW effect. At present, the existing optimization algorithm has difficulty in meeting the demand of simulation for its complexity and long computing time. In view of this problem, a new evolution algorithm, particle swarm optimization, is adopted to solve radar jamming task assignment problem on the basis of studying the problem and the algorithm is compared with the Genetic algorithm. The simulation result shows that the algorithm has faster computing speed and not many parameters to adjust in the same condition compared with the Genetic algorithm, so it is more suitable to solve radar jamming task assignment problem.