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蚂蚁算法在复杂性运输路径问题中的应用——多车场多车型路径问题 被引量:1

Application of the Ant Algorithm to Vehicle Routing Problem
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摘要 车辆路径问题中,行驶路线往往取决于一系列约束条件,如配送中心个数,货物需求量,交发货时间,车辆容量限制等。要想达到一定的目标,如路程最短,费用最小,时间尽量少,车辆尽量少等,就得借助于合适的算法去解决实际的问题。蚂蚁算法在解决著名的旅行商(TSP)问题上已取得了很好的成效,目前已陆续渗透到其他问题的求解上。文章主要针对多车场多车型车辆路径问题,用蚁群算法以及蚁群算法的优化算法去解决一些实际问题。 In the Vehicle routing problem (VRP), the traveling route usually depends on a series of restrictive conditions,such as the number of the distribution centers, the quantity of the demanding freight, the delivery time and the vehicle capacity constraints. To achieve a certain goal, such as the shortest distance, the minimum cost. the least time and the vehicles as few as possible and so on. we have to use appropriate algorithms to solve practical problems. Ant algorithm has achieved a good result in solving the well-known traveling salesman problem (TSP), now it has been infiltrated into the other problems' solving. In this paper, mainly for Multipie-depot and Heterogeneous-vehicle vehicle routing we adopt ant algorithm and its improved method to solve some practical problems.
作者 贾春梅
机构地区 宁波工程学院
出处 《物流科技》 2009年第10期43-46,共4页 Logistics Sci-Tech
基金 科研基金资助项目(2008021)
关键词 车辆路径问题 蚂蚁算法 优化算法 VRP ant algorithm optimization algorithm
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参考文献5

  • 1Dantzig G B, Ramser K B. The Truck Dispatch Problem[J]. Operation Research, 1959,6:81-89.
  • 2齐少安,宋齐军.基于TSP模型的物流配送中心车辆路径优化[J].邮电设计技术,2006(6):62-64. 被引量:7
  • 3M Dorigo and L M Gambardella. Ant Colony System: a Cooperative Learning Approach to the Traveling Salesman Problem [J]. IEEE Transactions on Evolutionary Computation, 1997,1(1):53-66.
  • 4Reimann M, Doerner K, Hartl RF. D-Ants: Savings Based Ants Divide and Conquer the Vehicle Routing Problem[J]. Computers & Operations Research, 2004,31(4):563-591.
  • 5叶志坚,叶怀珍,周道平,易海燕.多车型车辆路径问题的算法[J].公路交通科技,2005,22(5):147-151. 被引量:20

二级参考文献14

  • 1Clarke, G, JWWright. Scheduling of Vehicles from a Central Depot to a Number of Delivery Points [J] .Operations Research, 1964, 12:568 - 581.
  • 2Golden, B, Assad A, Levy L, Gheysens F.The Fleet Size and Mix Vehicle Routing Problem [J] .Computers and Operations Research,1984, 11: 49-66.
  • 3Desrochers, M, Verhoog, T W. A New Heuristic for the Fleet Size and Mix Vehicle Routing Problem [ J ] .Computers and Operations Research, 1991, 18: 263-274.
  • 4Fisher, M, Jaikumar M.A Generaliz-ed Assignment Heuristic for Vehicle Routing [J] .Networks, 1981, 11: 109-124.
  • 5Gheysens, F, Golden B, Assad A.A Comparison of Techniques for Solving The Fleet Size and Mix Vehicle Routing Problem [ J ] . Operations research Spektrum, 1984, 6:207-216.
  • 6RNetwon, WThomas. Bus Routing in A Multi-school System [J] .Computers and Operations Research, 1974, 1: 213-222.
  • 7B Goldon, L Bodin, T Doyle, W Stewart. Approximate Traveling Salesman Algorithms [J] .Operations Research, 1980, 28: 694- 711.
  • 8Gendreau, M, LaporteG, Musaraganyi Ch, Taillard E.A Tabu Search Heuristic for The Heterogeneous Fleet Vehicle Routing Problem [ J ].Computers and Operations Research, 1999, 26: 1153- 1173.
  • 9M Gendreau, A Hertz, G. Laporte. New Insertion and Postopitimization Procedures for The Traveling Salesnan Problem [ J ] . Operations Research, 1992, 40: 1086-1094.
  • 10Taillard E D.A heuristic Column Generation Method for Heterogeneeus Fleet [J] .Recherche- Operationnelle, 1999, 33:1 - 14.

共引文献25

同被引文献15

  • 1钟石泉,贺国光.多车场车辆调度智能优化研究[J].华东交通大学学报,2004,21(6):25-29. 被引量:12
  • 2刘云忠,宣慧玉.车辆路径问题的模型及算法研究综述[J].管理工程学报,2005,19(1):124-130. 被引量:83
  • 3叶志坚,叶怀珍,周道平,易海燕.多车型车辆路径问题的算法[J].公路交通科技,2005,22(5):147-151. 被引量:20
  • 4马建华.单机分批排序问题的变异蚁群算法[J].计算机工程与应用,2006,42(3):53-56. 被引量:4
  • 5Dantzig G, Ramser J. The trunk dispatching problem[J]. Management Science, 1959, 6(6): 80-91.
  • 6Christofides N, Mingozzi A, Toth P. The vehicle routing problem[C]//Combinational Optimization, New York: John Wiley, 1979.
  • 7Nikolakopoulou G, Kortesis S, Synefaki A, et al. Solving a vehicle routing problem by balancing the vehicles time utilization[J]. European Journal of Operational Research, 2004, 152:520-527.
  • 8Zhang X, Ma J H, Liu W L, et al. Ant colony algorithm for vehicle routing problem with shortest comple- tion time[C]//The Proceedings of the 13th International Conference on Industrial Engineering and Engineering Management, 2006: 2928-2933.
  • 9Ma J H, Yuan J, Zhang Q. Ant colony algorithms for multiple-depot vehicle routing[C]//The Proceedings of 2009 Conference on Systems Science, Management Science and System Dynamics, 2009(5): 55-60.
  • 10Lenstra J K, Kan A R. Complexity of vehicle routing and scheduling problems[J]. Networks, 1981(11): 221-227.

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