{"title":"基于概率模型的交通网络发展分析","authors":"G. Timofeeva, A. Martynenko","doi":"10.1109/STAB.2018.8408407","DOIUrl":null,"url":null,"abstract":"The problem of passenger traffic forecasting under transformation of the transport network structure is considering. Modelling of passenger traffic in transformed network is based on Markov chains with incompletely known transition probabil-ities. Estimation of transition probabilities is performed via the original networks traffic and patterns of passenger preferences.","PeriodicalId":395462,"journal":{"name":"2018 14th International Conference \"Stability and Oscillations of Nonlinear Control Systems\" (Pyatnitskiy's Conference) (STAB)","volume":"29 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2018-07-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"5","resultStr":"{\"title\":\"Analysis of transport network development via probabilistic modelling\",\"authors\":\"G. Timofeeva, A. Martynenko\",\"doi\":\"10.1109/STAB.2018.8408407\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"The problem of passenger traffic forecasting under transformation of the transport network structure is considering. Modelling of passenger traffic in transformed network is based on Markov chains with incompletely known transition probabil-ities. Estimation of transition probabilities is performed via the original networks traffic and patterns of passenger preferences.\",\"PeriodicalId\":395462,\"journal\":{\"name\":\"2018 14th International Conference \\\"Stability and Oscillations of Nonlinear Control Systems\\\" (Pyatnitskiy's Conference) (STAB)\",\"volume\":\"29 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2018-07-06\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"5\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2018 14th International Conference \\\"Stability and Oscillations of Nonlinear Control Systems\\\" (Pyatnitskiy's Conference) (STAB)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/STAB.2018.8408407\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2018 14th International Conference \"Stability and Oscillations of Nonlinear Control Systems\" (Pyatnitskiy's Conference) (STAB)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/STAB.2018.8408407","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Analysis of transport network development via probabilistic modelling
The problem of passenger traffic forecasting under transformation of the transport network structure is considering. Modelling of passenger traffic in transformed network is based on Markov chains with incompletely known transition probabil-ities. Estimation of transition probabilities is performed via the original networks traffic and patterns of passenger preferences.