{"title":"反向传播神经网络在战斗结果预测中的应用","authors":"D. Jacobs, W. Hedgepeth","doi":"10.1109/IEMC.1994.379930","DOIUrl":null,"url":null,"abstract":"The information age changes how US Army decision makers predict future trends. The Army is responding with innovative technology to help it's planners to understand the complexities of its decisions, and their impacts, as the Army embraces a post Cold War world view. Using neural network technologies is one way to attack this social technical challenge. Several neural networks were developed to predict the outcome of combat battles. The networks were trained with combat battles from a historical database.<<ETX>>","PeriodicalId":200747,"journal":{"name":"Proceedings of 1994 IEEE International Engineering Management Conference - IEMC '94","volume":"1 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"1994-10-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":"{\"title\":\"The application of backpropagation neural networks to predict the results of combat\",\"authors\":\"D. Jacobs, W. Hedgepeth\",\"doi\":\"10.1109/IEMC.1994.379930\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"The information age changes how US Army decision makers predict future trends. The Army is responding with innovative technology to help it's planners to understand the complexities of its decisions, and their impacts, as the Army embraces a post Cold War world view. Using neural network technologies is one way to attack this social technical challenge. Several neural networks were developed to predict the outcome of combat battles. The networks were trained with combat battles from a historical database.<<ETX>>\",\"PeriodicalId\":200747,\"journal\":{\"name\":\"Proceedings of 1994 IEEE International Engineering Management Conference - IEMC '94\",\"volume\":\"1 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"1994-10-17\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"1\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Proceedings of 1994 IEEE International Engineering Management Conference - IEMC '94\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/IEMC.1994.379930\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Proceedings of 1994 IEEE International Engineering Management Conference - IEMC '94","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/IEMC.1994.379930","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
The application of backpropagation neural networks to predict the results of combat
The information age changes how US Army decision makers predict future trends. The Army is responding with innovative technology to help it's planners to understand the complexities of its decisions, and their impacts, as the Army embraces a post Cold War world view. Using neural network technologies is one way to attack this social technical challenge. Several neural networks were developed to predict the outcome of combat battles. The networks were trained with combat battles from a historical database.<>