| 基于改进蚁群算法的果蔬运输车辆路径优化的研究 |
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| 引用本文： | 黄华芳,门建婷,陈绍慧,张平,王以忠,黄国全. 基于改进蚁群算法的果蔬运输车辆路径优化的研究[J]. 保鲜与加工, 2011, 11(3): 24-27 |
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| 作者姓名： | 黄华芳 门建婷 陈绍慧 张平 王以忠 黄国全 |
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| 作者单位： | 天津科技大学电子信息与自动化学院,天津,300222;国家农产品保鲜工程技术研究中心(天津)天津市农产品采后生理与贮藏保鲜重点实验室,天津,300384;香港大学工业及制造系统工程系,香港 |
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| 基金项目： | 天津市科技支撑计划重点项目 |
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| 摘 要： | 针对果蔬易腐的特点,提出了果蔬保质期时间窗,将其作为约束条件,对果蔬运输车的路径进行优化,建立了针对果蔬配送路径的优化模型,并采用改进蚁群算法对模型进行求解.仿真试验结果表明,模型及算法可以有效地优化果蔬配送路线.
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| 关 键 词： | 果蔬 车辆运输 路径优化 蚁群算法 时间窗 |
tudy on Vehicle Routing Optimization for Fruit and Vegetable Delivery Based on Improved Ant Colony Algorithm |
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| HUANG Hua-fang,MEN Jian-ting,CHEN Shao-hui,ZHANG Ping,WANG Yi-zhong,HUANG Guo-quan. tudy on Vehicle Routing Optimization for Fruit and Vegetable Delivery Based on Improved Ant Colony Algorithm[J]. Storage & Process, 2011, 11(3): 24-27 |
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| Authors: | HUANG Hua-fang MEN Jian-ting CHEN Shao-hui ZHANG Ping WANG Yi-zhong HUANG Guo-quan |
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| Affiliation: | HUANG Hua-fang1,MEN Jian-ting1,CHEN Shao-hui2,ZHANG Ping2,WANG Yi-zhong1,HUANG Guo-quan3(1.College of Electronic Information and Automation,Tianjin University of Science and Technology,Tianjin 300222,China,2.National Engineering and Technology Research Center for Preservation of Agricultural Products,Tianjin Key Lab of Postharvest Physiology and Storage of Product,Tianjin 300384,3.Department of Industrial and Manufacturing Systems Engineering,The University of Hong Kong,HKSAR,China) |
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| Abstract: | According to fruit and vegetable are easy perishable,a time-window of fresh-keeping for fruit and vegetable was proposed and used as one of constraint conditions for vehicle routing optimization for fruit and vegetable delivery.An optimization model was established for dispatching routing of fruit and vegetable.Improved ant colony algorithm was used to resolve the model.Simulation experiment results showed that the dispatching routing of fruit and vegetable could be optimized using the proposed model and ad... |
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| Keywords: | fruit and vegetable vehicle transportation routing optimization ant colony algorithm time window |
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