车辆路径问题的子路径弹出方法

A Subpath Ejection Method for the Vehicle Routing Problem

Management Science · 1998
被引 113
人大 A+FT50UTD24ABS 4*

中文导读

提出一种子路径弹出链方法,通过构建花参考结构来生成邻域,并基于禁忌搜索框架设计算法,在容量和路线长度限制下求解车辆路径问题,实验表明该方法可与最优启发式算法媲美。

Abstract

Generically, ejection chains are methods conceived to allow solution transformations to be efficiently carried out by modifying a variable number of their components at each step of a local search algorithm. We consider a subpath ejection chain method for the vehicle routing problem (VRP) under capacity and route length restrictions. The method undertakes the identification of a substructure named the flower reference structure which, besides coordinating moves during an ejection chain construction, allows the creation of neighborhood structures with interesting combinatorial characteristics. Specifically, we base the method on a fundamental property of creating alternating paths and cycles during an ejection chain construction. A new algorithm based on a Tabu search framework is proposed, and computational results on a set of academic and real-world problems indicate that the algorithm may be a good alternative to the best heuristic algorithms for the VRP.

车辆路径问题子路径弹出法禁忌搜索邻域结构