期刊文献+

面向路况的带时间窗车辆路径问题研究

Research on Vehicle Routing Problem with Time Window for Road Situation
下载PDF
导出
摘要 为降低物流公司配送成本,缩短配送时间和提高配送效率,在路况时变的前提下,对带软时间窗车辆路径问题建模分析,综合考虑车辆行驶路程最短及根据预计路况行驶时间最少,以总成本最小为目标,使用遗传算法求解。通过Solomon用例测试,结果表明面向路况的带时间窗车辆路径问题研究在物流公司车辆管理系统中是有效的。 This paper analyzes the vehicle routing problem with soft time window on the premise of time-varying road conditions,considering the shortest driving distance and the minimum driving time according to the estimated road conditions.Targeting the minimum total cost,using genetic algorithm to solve.Through the Solomon use case test,the results show that the vehicle routing problem with time window for road conditions is effective in the vehicle management system.
作者 杜磊 周俊 Du Lei
出处 《工业控制计算机》 2019年第4期106-108,111,共4页 Industrial Control Computer
关键词 软时间窗 实际路况 遗传算法 配送成本 soft time window actual road conditions genetic algorithm distribution cost
  • 相关文献

参考文献4

二级参考文献32

  • 1侯立文,谭家美,赵元.求解带时间窗的客户需求可分条件下的车辆路径问题[J].中国管理科学,2007,15(6):46-51. 被引量:18
  • 2郑远,杜豫川,孙立军.美国联邦公路局路阻函数探讨[J].交通与运输,2007,23(B07):24-26. 被引量:30
  • 3高辉,徐光辉,王哲人.改进量子进化算法及其在物流配送路径优化问题中的应用[J].控制理论与应用,2007,24(6):969-972. 被引量:19
  • 4Ausiello, G., D’Atri, A., Protasi, M. Structure preserving reductions among convex optimization problems. Journal of Computer and System Sciences, 21: 136-153 (1980).
  • 5Ausiello, G., Paschos, V.Th. Differential ratio approximation. In: Teofilo F. Gonzalez (Ed.), Handbook of Approximation Algorithms and Metaheuristics, Taylor and Francis (Chapter 16), 2007.
  • 6Bazgan, C., Hassin, R., Monnot, J. Approximation algorithms for some vehicle routing problems. Discrete Applied Mathematics, 146(1): 27—42 (2005).
  • 7Bompadre, A., Dror, M., Orlin, J.B. Improved bounds for vehicle routing solutions. Discrete Optimization, 3(4): 299-316 (2006).
  • 8C'hristofides, N. Worst-case analysis of a new heuristic for the traveling salesman problem. Technical report 338, Graduate School of Industrial Administration, CMU, 1976.
  • 9Demange, M., Grisoni, P., Paschos, V.Th. Approximation results for the minimum graph coloring problem. Journal Information Processing Letters, 50(1): 1994.
  • 10Demange, M., Grisoni, P., Paschos, V.Th. Differential approximation algorithms for some combinatorial optimization problems. Theoretical Computer Science, 209(1-2): 107—122 (1998).

共引文献27

相关作者

内容加载中请稍等...

相关机构

内容加载中请稍等...

相关主题

内容加载中请稍等...

浏览历史

内容加载中请稍等...
;
使用帮助 返回顶部