A fuzzy logic-based multi-agent car-following model
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- 作者：Haiming Haoa ; b ; haohaiming@126.com" class="auth_mail" title="E-mail the corresponding author ; Wanjing Maa ; mawanjing@tongji.edu.cn" class="auth_mail" title="E-mail the corresponding author ; Hongfeng Xuc ; xu_hong_feng@126.com" class="auth_mail" title="E-mail the corresponding author
- 关键词：Car-following model ; Multi-agent ; Fuzzy logic
- 刊名：Transportation Research Part C: Emerging Technologies
- 出版年：2016
- 出版时间：August 2016
- 年：2016
- 卷：69
- 期：Complete
- 页码：477-496
- 全文大小：2055 K
文摘
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A completely artificial intelligence CF (CAICF) model is built to imitate a driver.
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An extensive five-layer structure, and a fuzzy logic mechanism are used in CAICF.
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A genetic algorithm is designed to calibrate the parameters of CAICF model.
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The veracity and stability of CAICF model are validated based on NGSIM data.