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求VRPTW问题的并行协同混合差异演化算法 被引量:1

Co-evolutionary Mixed Differential Evolutionary Algorithm for VRP with Time Windows Problem
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摘要 车辆路径优化问题的研究对物流配送系统的发展具有重要意义。寻找带时间窗的车辆路由问题的最优求解策略是其中的研究热点之一。该文提出并行协同混合差异演化算法用于该问题的求解,仿真实验结果表明该算法在问题求解中表现出良好的有效性和可靠性。 Research on vehicle routing problem is of great importance in logistics distribution system.For the vehicle routing problems with time windows,how to find a optimal strategy is one of difficult problem.In this work,a Co-evolutionary mixed differences evolutionary algorithm is designed to investigate the problem,The results of experiment show its dependability and feasibility.
作者 马立肖
机构地区 石家庄经济学院
出处 《电脑知识与技术(过刊)》 2012年第7X期4970-4973,4980,共5页 Computer Knowledge and Technology
关键词 带时间窗的车辆路径问题 差异演化算法 协同进化 合作型协同进化 竞争型协同进化 VRP with time windows differential Evolution co-evolutionary cooperative coevolution Competitive collaborative evo lution
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  • 1[1]Desrosiers J, Laporte G, Sauve M, Soumis F. Vehicle Routing With Full Load [J] . Computers & Operations Research, 1988, 15 (3): 219-226.
  • 2[2]Foster B A, Ryan D M. An Integer Programming Approach to the Vehicle Scheduling Problem [J], Operations Research, 1979, 27 (2): 367- 384.
  • 3[3]Mosheiov, Gur. Vehicle Routing with Pick-up and Delivery: Tour-partitioning Heuristics [J] . Computer & Industrial Engineering, 1998, 34(3): 669-684.
  • 4[4]Ji Shouwen, Wang Rongben, et. Neural Network Approach for Optimal Transport Path of Module-united Flexible Manufacturing System [ C ] .Beijing: Machine Engineering Press, 2000:392 - 394.

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