| Presentation | 2005-12-13 Proposal of auto-learning following fuzzy model vehicle with extrapolation for microscopic road traffic simulation Takashi HORIKOSHI, Naoaki ITAKURA, Nakaji HONDA, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In our previous study for the development of the microscopic road traffic simulator(MITRAM), we proposed a fuzzy model for vehicle(FMV) and an auto-learning following FMV(AF-FMV) that can simulate a following vehicle with using neural networks. It was confirmed that the AF-FMV could exactly simulate the following vehicle within the input parameter domain. On the other hand, the AF-FMV could not out of the input parameter domain. This domain was determined and limited by learning measurement data so that the AF-FMV could not be always used in various situations. In this study, we proposed the AF-FMV that has ability to extrapolate out of the domain. It was found the AF-FMV in this study cold simulate more exactly than the AF-FMV in our previous study. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Modeling / Simulation / Fuzzy / Neural Network |
| Paper # | ITS2005-39 |
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| Conference Information | |
| Committee | ITS |
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| Conference Date | 2005/12/6(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
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| Paper Information | |
| Registration To | Intelligent Transport Systems Technology (ITS) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Proposal of auto-learning following fuzzy model vehicle with extrapolation for microscopic road traffic simulation |
| Sub Title (in English) | |
| Keyword(1) | Modeling |
| Keyword(2) | Simulation |
| Keyword(3) | Fuzzy |
| Keyword(4) | Neural Network |
| 1st Author's Name | Takashi HORIKOSHI |
| 1st Author's Affiliation | Department of Systems Engineering, The University of Electro-Communications() |
| 2nd Author's Name | Naoaki ITAKURA |
| 2nd Author's Affiliation | Department of Systems Engineering, The University of Electro-Communications |
| 3rd Author's Name | Nakaji HONDA |
| 3rd Author's Affiliation | Department of Systems Engineering, The University of Electro-Communications |
| Date | 2005-12-13 |
| Paper # | ITS2005-39 |
| Volume (vol) | vol.105 |
| Number (no) | 464 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |