Vehicle routing problem with time windows under availability constraints

Amine Dhahri, K. Zidi, K. Ghédira
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引用次数: 4

Abstract

Disruption Management is an emerging field, where operational research techniques are used to deal with delays in many environments. Yu Gang defines the concept of Disruption Management as in the beginning of an economic cycle an optimal or quasi-optimal plan is obtained by the use of some optimization models. When an original planning is executed, disruptions, which are caused by several internal or external factors, may occur from time to time. As a result, the original planning cannot remain optimal or even Feasible. For this reason, we need to prepare a new revised plan reflecting the constraints and objectives of the evolved environment while minimizing the negative impact of disruption. In this work we present a rescheduling model based on Variable Neighborhood Search methaheuristic for the vehicles routing problem with time windows when one or more vehicles require preventive maintenance activities after the supply of a set of customers.
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可用性约束下带时间窗的车辆路径问题
中断管理是一个新兴领域,在许多环境中使用运筹学技术来处理延迟。于刚将中断管理的概念定义为在一个经济周期的开始,利用一些优化模型得到一个最优或准最优计划。在执行原始计划时,可能会不时发生由若干内部或外部因素引起的中断。因此,最初的规划不能保持最优甚至是可行的。出于这个原因,我们需要准备一个新的修订计划,反映出不断变化的环境的约束和目标,同时最大限度地减少中断的负面影响。本文提出了一种基于变量邻域搜索启发式方法的车辆路径重调度模型,该模型适用于当一辆或多辆车辆在一组客户供应后需要进行预防性维护活动时的有时间窗口车辆路径问题。
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