An augmented estimation of distribution algorithm for multi-carpooling problem with time window
文献类型：会议论文
| 作者 | Zhang F(张芳); Yang ZJ(杨志家) ; Wang Y(汪扬); Kuang FJ(匡方军)
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| 出版日期 | 2016 |
| 会议名称 | 83rd IEEE Vehicular Technology Conference, VTC Spring 2016 |
| 会议日期 | May 15-18, 2016 |
| 会议地点 | Nanjing, China |
| 关键词 | carpooling problem pickup and delivery problem estimation of distribution algorithm stochastic optimization |
| 页码 | 1-5 |
| 通讯作者 | 汪扬 |
| 中文摘要 | A multi-carpooling model is proposed for the multi-vehicle carpooling problem in a distributed parallel computing environment. A two-stage stochastic optimization of the estimation of distribution algorithm solves the optimum of the multi-carpooling problem with a carpooling probabilistic matrix. A ridable matrix initiates the carpooling probabilistic matrix, and the carpooling probabilistic matrix continues updating during the optimization. The carpooling model mines efficient and compromised ridesharing routes for shared riders by the optimization iterations. Experimental results indicate that the carpooling model has the characteristics of effective and efficient traffic including shorter waiting time, more passenger load, and less average riding distance. |
| 收录类别 | EI ; CPCI（ISTP） |
| 产权排序 | 2 |
| 会议录 | 2016 IEEE 83rd Vehicular Technology Conference, VTC Spring 2016 - Proceedings
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| 会议录出版者 | IEEE |
| 会议录出版地 | Piscataway, NJ, USA |
| 语种 | 英语 |
| ISSN号 | 1550-2252 |
| ISBN号 | 978-1-5090-1698-3 |
| WOS记录号 | WOS:000386528400074 |
| 源URL | [http://ir.sia.cn/handle/173321/18779]  |
| 专题 | 沈阳自动化研究所_工业控制网络与系统研究室 |
| 推荐引用方式 GB/T 7714 | Zhang F,Yang ZJ,Wang Y,et al. An augmented estimation of distribution algorithm for multi-carpooling problem with time window[C]. 见:83rd IEEE Vehicular Technology Conference, VTC Spring 2016. Nanjing, China. May 15-18, 2016. |
入库方式： OAI收割
来源：沈阳自动化研究所
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