神经网络在行波管设计中的应用

Liu Wei, Li Shi, Shen Bin, Yin He-jun
{"title":"神经网络在行波管设计中的应用","authors":"Liu Wei, Li Shi, Shen Bin, Yin He-jun","doi":"10.1109/IVESC.2004.1414271","DOIUrl":null,"url":null,"abstract":"In this paper, the method of back-propagation network in the computer code MATLAB is used to simulate data, which be applied to the design of traveling-wave tube. Compared with the quadratic interpolation, the simulation result according by the BP network was closer to the effect on dispersion in the test.","PeriodicalId":340787,"journal":{"name":"IVESC 2004. The 5th International Vacuum Electron Sources Conference Proceedings (IEEE Cat. No.04EX839)","volume":"146 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2004-09-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Application of neural network to design of TWT\",\"authors\":\"Liu Wei, Li Shi, Shen Bin, Yin He-jun\",\"doi\":\"10.1109/IVESC.2004.1414271\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"In this paper, the method of back-propagation network in the computer code MATLAB is used to simulate data, which be applied to the design of traveling-wave tube. Compared with the quadratic interpolation, the simulation result according by the BP network was closer to the effect on dispersion in the test.\",\"PeriodicalId\":340787,\"journal\":{\"name\":\"IVESC 2004. The 5th International Vacuum Electron Sources Conference Proceedings (IEEE Cat. No.04EX839)\",\"volume\":\"146 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2004-09-06\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"IVESC 2004. The 5th International Vacuum Electron Sources Conference Proceedings (IEEE Cat. No.04EX839)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/IVESC.2004.1414271\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"IVESC 2004. The 5th International Vacuum Electron Sources Conference Proceedings (IEEE Cat. No.04EX839)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/IVESC.2004.1414271","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

摘要

本文利用计算机代码MATLAB中的反向传播网络方法对数据进行仿真,并将其应用于行波管的设计中。与二次插值法相比,BP网络的模拟结果更接近试验中对色散的影响。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Application of neural network to design of TWT
In this paper, the method of back-propagation network in the computer code MATLAB is used to simulate data, which be applied to the design of traveling-wave tube. Compared with the quadratic interpolation, the simulation result according by the BP network was closer to the effect on dispersion in the test.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信