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The mixed capacitated general routing problem with time‐dependent demands
Networks ( IF 1.6 ) Pub Date : 2020-09-09 , DOI: 10.1002/net.21984
Chahid Ahabchane 1 , André Langevin 1 , Martin Trépanier 1
Affiliation  

The mixed capacitated general routing problem (MCGRP) is defined over a mixed graph, for which some nodes, arcs, and edges must be serviced. The problem consists of determining a set of routes of minimum cost that satisfy the demand. Some problems like salt spreading have a time‐dependent demand which was ignored in the previous studies. This variation of demand is due to the weather or traffic conditions. This study presents a mixed integer programming model without graph transformation to node routing. We use CPLEX to solve small instances and we develop a Slack Induction by String Removals metaheuristic for large instances adapted to this problem. The proposed model and metaheuristic were tested on problems derived from a set of classical instances of the MCGRP with some modifications to include time‐dependent demands.

中文翻译:

具有时间依赖需求的混合容量一般路由问题

混合容量通用路由问题(MCGRP)是在混合图上定义的,必须为其提供某些节点,弧和边的服务。问题在于确定满足需求的一组最低成本的路线。诸如撒盐之类的一些问题具有随时间变化的需求,在先前的研究中忽略了这些问题。需求的变化是由于天气或交通状况造成的。这项研究提出了一种混合整数规划模型,该模型没有图转换为节点路由。我们使用CPLEX解决小型实例,并针对适应此问题的大型实例开发了通过“字符串移除”元启发式的松弛归纳法。在从MCGRP的一组经典实例衍生而来的问题上进行了测试,对所提出的模型和元启发式方法进行了一些修改,以包括随时间变化的需求。
更新日期:2020-11-02
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