{"title":"基于决策树方法的行军路线选择研究","authors":"Zhu Tongxin, Shen Nan","doi":"10.1109/ICSP51882.2021.9408739","DOIUrl":null,"url":null,"abstract":"This thesis transforms the choice of marching route into risky two-level decision-making by analyzing feasible alternative routes, road conditions and their occurrence probability. Based on the decision tree method, the thesis depicts a two-level decision tree of marching route. After calculating the expected marching time along each alternative route, the thesis identifies two-level optimal marching route based on the minimal expected loss criterion. The result of example analysis proves that the method is effective, and describes the process of multi-level decision-making of marching route in a clearer way.","PeriodicalId":117159,"journal":{"name":"2021 6th International Conference on Intelligent Computing and Signal Processing (ICSP)","volume":"6 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2021-04-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Research on the Choice of Marching Route Based on Decision Tree Method\",\"authors\":\"Zhu Tongxin, Shen Nan\",\"doi\":\"10.1109/ICSP51882.2021.9408739\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"This thesis transforms the choice of marching route into risky two-level decision-making by analyzing feasible alternative routes, road conditions and their occurrence probability. Based on the decision tree method, the thesis depicts a two-level decision tree of marching route. After calculating the expected marching time along each alternative route, the thesis identifies two-level optimal marching route based on the minimal expected loss criterion. The result of example analysis proves that the method is effective, and describes the process of multi-level decision-making of marching route in a clearer way.\",\"PeriodicalId\":117159,\"journal\":{\"name\":\"2021 6th International Conference on Intelligent Computing and Signal Processing (ICSP)\",\"volume\":\"6 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2021-04-09\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2021 6th International Conference on Intelligent Computing and Signal Processing (ICSP)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ICSP51882.2021.9408739\",\"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 6th International Conference on Intelligent Computing and Signal Processing (ICSP)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICSP51882.2021.9408739","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Research on the Choice of Marching Route Based on Decision Tree Method
This thesis transforms the choice of marching route into risky two-level decision-making by analyzing feasible alternative routes, road conditions and their occurrence probability. Based on the decision tree method, the thesis depicts a two-level decision tree of marching route. After calculating the expected marching time along each alternative route, the thesis identifies two-level optimal marching route based on the minimal expected loss criterion. The result of example analysis proves that the method is effective, and describes the process of multi-level decision-making of marching route in a clearer way.