{"title":"基于MATSim的交通道路模拟的高性能方法","authors":"Sara Moukir, N. Emad, Stéphane Baudelocq","doi":"10.1109/IIAIAAI55812.2022.00140","DOIUrl":null,"url":null,"abstract":"Road traffic simulation becomes more and more accurate over time. From macroscopic simulations based on fluid equations, for example, to microscopic simulations based on the multi-agent paradigm, innovations have continued to emerge in recent years. Multi-agent models such as MATSim [1], POLARIS [2] or SimMobility [3] have been highlighted lately in response to complex and microscopic simulation requirements. However, this microscopic and large-scale approach requires much higher computing power than that delivered by a home computer. High-performance computing approach can be a relevant response to this kind of problem. MATsim due to its module structure was selected as the basis of our study. We introduce a new concept for the design of parallel algorithm of MATSim. The parallel architectures used as support for the experiments presented are provided by GRID’5000 (or G5K) [4].","PeriodicalId":156230,"journal":{"name":"2022 12th International Congress on Advanced Applied Informatics (IIAI-AAI)","volume":"50 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2022-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"A high performance approach with MATSim for traffic road simulation\",\"authors\":\"Sara Moukir, N. Emad, Stéphane Baudelocq\",\"doi\":\"10.1109/IIAIAAI55812.2022.00140\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Road traffic simulation becomes more and more accurate over time. From macroscopic simulations based on fluid equations, for example, to microscopic simulations based on the multi-agent paradigm, innovations have continued to emerge in recent years. Multi-agent models such as MATSim [1], POLARIS [2] or SimMobility [3] have been highlighted lately in response to complex and microscopic simulation requirements. However, this microscopic and large-scale approach requires much higher computing power than that delivered by a home computer. High-performance computing approach can be a relevant response to this kind of problem. MATsim due to its module structure was selected as the basis of our study. We introduce a new concept for the design of parallel algorithm of MATSim. The parallel architectures used as support for the experiments presented are provided by GRID’5000 (or G5K) [4].\",\"PeriodicalId\":156230,\"journal\":{\"name\":\"2022 12th International Congress on Advanced Applied Informatics (IIAI-AAI)\",\"volume\":\"50 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2022-07-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2022 12th International Congress on Advanced Applied Informatics (IIAI-AAI)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/IIAIAAI55812.2022.00140\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2022 12th International Congress on Advanced Applied Informatics (IIAI-AAI)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/IIAIAAI55812.2022.00140","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
A high performance approach with MATSim for traffic road simulation
Road traffic simulation becomes more and more accurate over time. From macroscopic simulations based on fluid equations, for example, to microscopic simulations based on the multi-agent paradigm, innovations have continued to emerge in recent years. Multi-agent models such as MATSim [1], POLARIS [2] or SimMobility [3] have been highlighted lately in response to complex and microscopic simulation requirements. However, this microscopic and large-scale approach requires much higher computing power than that delivered by a home computer. High-performance computing approach can be a relevant response to this kind of problem. MATsim due to its module structure was selected as the basis of our study. We introduce a new concept for the design of parallel algorithm of MATSim. The parallel architectures used as support for the experiments presented are provided by GRID’5000 (or G5K) [4].