| 基于粒子群算法的短期汽车租赁服务的调度优化问题研究 |
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| 引用本文： | 刘德文,鲁若愚,张晶晶.基于粒子群算法的短期汽车租赁服务的调度优化问题研究[J].管理评论,2011(12). |
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| 作者姓名： | 刘德文 鲁若愚 张晶晶 |
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| 作者单位： | 电子科技大学经济与管理学院;中国联通西藏分公司; |
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| 基金项目： | 国家自然科学基金项目(70772068); 重庆哲学社会科学规划项目(2008-JJ20) |
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| 摘 要： | 汽车租赁服务是一个服务分布网络化、客户需求不确定与汽车租赁服务短期供给不确定的行业,这就使得汽车租赁服务商会面临复杂的日常运营决策问题。混合了车辆升级的统一调度方法是降低供给与需求不确定的有效解决方案,可以提高汽车出租率和车辆利用率,满足客户需求,增加服务提供商的收入。本文正是基于此,提出了使用类子群算法求解的车辆分配、升级和调度优化的方案,算例表明这种方法可以有效提高汽车租赁服务的收入。
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| 关 键 词： | 短期汽车租赁服务 车辆升级与调度优化 粒子群算法 随机规划 |
Short-term Car Rent Service Dispatching Optimization Based on Arithmetic of PSO |
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| Liu Dewen,Lu Ruoyu , Zhang Jingjing.Short-term Car Rent Service Dispatching Optimization Based on Arithmetic of PSO[J].Management Review,2011(12). |
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| Authors: | Liu Dewen Lu Ruoyu Zhang Jingjing |
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| Institution: | Liu Dewen1,Lu Ruoyu1 and Zhang Jingjing2(1.School of Economics and Management,University of Electronic and Science Technology of China,Chengdu 610054,2.Tibet branch of China Unicom,Lhasa 850000) |
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| Abstract: | In the car rent service field where services are provided through network and uncertainty characterizes both demand of customers and short-term supply of car rent service,car rent service providers have to deal with the complexities of daily operation management.The strategy of integrated car upgrade and dispatching is an effective solution of reducing uncertainty of demand and supply.It can increase the car rent ratio and satisfy customers' need.The paper puts forward a solution including car allocation,up... |
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| Keywords: | short-tern car rent service car upgrade and dispatching optimization PSO stochastic programming |
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