E. Borodin, S. Bidenko, A. Bengert, I. Muchkaeva, A. Kirilenko, I. Hramov, S. Bidenko
{"title":"人工神经网络装置在复杂动态环境下保障航行和生态安全中的应用","authors":"E. Borodin, S. Bidenko, A. Bengert, I. Muchkaeva, A. Kirilenko, I. Hramov, S. Bidenko","doi":"10.34046/aumsuomt105/9","DOIUrl":null,"url":null,"abstract":"Particulars o f factors o f navigational and ecological safety on the example o f the Obb Bay when sailing in areas \nwith the situation quickly changed. Apparatus o f artificial neural networks for operational situation appraisal \nin the nearest marine ship's zone has been suggested. Basic types o f neural network architecture suitable for \nanalysis o f dynamic territorial situation has been also advised. Comparison o f artificial neural structure on \nparameter o f fast acting and exactness applicable for the task o f situation appraisal has been made. It shows the \nadvantage o f recurrent neural network","PeriodicalId":19521,"journal":{"name":"Operation of Maritime Transport","volume":"1 1","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2023-03-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"APPLICATION OF ARTIFICIAL NEURAL NETWORK APPARATUS FOR SECURINGNAVIGATIONAL AND ECOLOGICAL SAFETY IN COMPLICATED DYNAMIC SITUATION\",\"authors\":\"E. Borodin, S. Bidenko, A. Bengert, I. Muchkaeva, A. Kirilenko, I. Hramov, S. Bidenko\",\"doi\":\"10.34046/aumsuomt105/9\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Particulars o f factors o f navigational and ecological safety on the example o f the Obb Bay when sailing in areas \\nwith the situation quickly changed. Apparatus o f artificial neural networks for operational situation appraisal \\nin the nearest marine ship's zone has been suggested. Basic types o f neural network architecture suitable for \\nanalysis o f dynamic territorial situation has been also advised. Comparison o f artificial neural structure on \\nparameter o f fast acting and exactness applicable for the task o f situation appraisal has been made. It shows the \\nadvantage o f recurrent neural network\",\"PeriodicalId\":19521,\"journal\":{\"name\":\"Operation of Maritime Transport\",\"volume\":\"1 1\",\"pages\":\"\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2023-03-09\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Operation of Maritime Transport\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.34046/aumsuomt105/9\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Operation of Maritime Transport","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.34046/aumsuomt105/9","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
APPLICATION OF ARTIFICIAL NEURAL NETWORK APPARATUS FOR SECURINGNAVIGATIONAL AND ECOLOGICAL SAFETY IN COMPLICATED DYNAMIC SITUATION
Particulars o f factors o f navigational and ecological safety on the example o f the Obb Bay when sailing in areas
with the situation quickly changed. Apparatus o f artificial neural networks for operational situation appraisal
in the nearest marine ship's zone has been suggested. Basic types o f neural network architecture suitable for
analysis o f dynamic territorial situation has been also advised. Comparison o f artificial neural structure on
parameter o f fast acting and exactness applicable for the task o f situation appraisal has been made. It shows the
advantage o f recurrent neural network