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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 被引量:4

Short-term Car Rent Service Dispatching Optimization Based on Arithmetic of PSO
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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。 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, upgrade and dispatching optimization based on arithmetic of PSO. Application of examples shows that this solution can effectively improve the revenue of supplier.
出处 《管理评论》 CSSCI 北大核心 2011年第12期166-173,共8页 Management Review
基金 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)
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-tern car rent service, car upgrade and dispatching optimization, PSO, stochastic programming
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参考文献6

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同被引文献19

  • 1陈旭.基于收益管理的汽车出租定价与车辆配置[J].系统工程理论方法应用,2005,14(3):264-267. 被引量:18
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  • 5韩中庚.实用运筹学[M].清华大学出版社,2007.
  • 6Zhaolin Li,Feng Tao.??On determining optimal fleet size and vehicle transfer policy for a car rental company(J)Computers and Operations Research . 2009 (2)
  • 7Marco C. Goldbarg,Elizabeth F.G. Goldbarg,Paulo H. Asconavieta,Matheus da S. Menezes,Henrique P.L. Luna.??A transgenetic algorithm applied to the Traveling Car Renter Problem(J)Expert Systems With Applications . 2013 (16)
  • 8Beatriz Brito Oliveira,Maria Antónia Carravilla,José Fernando Oliveira,Franklina M.B. Toledo.??A relax-and-fix-based algorithm for the vehicle-reservation assignment problem in a car rental company(J)European Journal of Operational Research . 2014
  • 9曲道钢,郭亚军.分销商需求与其努力相关时混合渠道供应链协调研究[J].中国管理科学,2008,16(3):89-94. 被引量:46
  • 10陈荣章,陈怀娟.汽车租赁异地还车调度模型分析[J].上海汽车,2011(6):36-38. 被引量:1

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