车辆路径问题的一种改进的节省方法

Wang Xing, Zhao Shu-zhi, Chu Hao, Li Yan
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引用次数: 6

摘要

克拉克和赖特的节省法是求解车辆路径问题的一种经典的、应用广泛的启发式方法。这是一种有效的方法,可以较好地解决中小型问题。对于大规模VRP,不同学者开发了更复杂的启发式算法。本文提出了一种改进的节省方法,该方法基于修改迭代过程中形成新链接的规则。在给定的例子中,改进的储蓄方法比传统的储蓄方法提供了更好的解决方案。通过数值实验验证了该算法的有效性。结果表明,在每1000次数值实验中,改进的节约方法在约75%的情况下比经典节约方法有更好的解决方案。
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An improved savings method for vehicle routing problem
The Clarke and Wright's savings method is a classical and widely used heuristics for the Vehicle routing problem(VRP). It is an effective method which reaches a reasonably good solution for small and medium size problems. For large-scale VRP, more complex heuristics are developed by different scholars. In this paper, an improved savings method has been proposed based on modification the rules of forming new links during iteration. The improved savings method offers a better solution than the classical savings method in the given example. Numerical experiments are conducted to test the effectiveness of the algorithm. The result shows that the improved savings method offers a better solution than classical savings method in about 75 percent situation in every 1000 numerical experiments.
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