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Column Generation Algorithms for the Capacitated m-Ring-Star Problem

机译:电容M-Ring-Star问题的列生成算法

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In this paper we propose an integer programming formulation for the capacitated m-ring-star problem (CmRSP) based on a set covering model and develop an exact branch-and-price (BP) algorithm to solve it exactly. The CmRSP is a variant of the classical one-depot capacitated vehicle routing problem in which a customer is either on a route or is connected to another customer or to some connection point present in a route. The set of potential connection points and the number m of vehicles are given a priori. Routing and connection costs are also known and the goal is to minimize the sum of routing and connection costs. To our knowledge, the only exact approach for the CmRSP is a branch-and-cut (BC) proposed in [2]. Extensive experimentation reported here shows that our BP algorithm is competitive with the BC algorithm. This performance was achieved after a profound investigation of the alternatives for column generation relaxation and a careful implementation of the pricing algorithm.
机译:在本文中,我们提出了一种基于集合覆盖模型的电容M-Ring-Star问题(CMRSP)的整数编程配方,并开发了精确的分支价格(BP)算法来解决它。 CMRSP是古典单仓电容车辆路由问题的变型,其中客户在路由上或连接到另一个客户或在路线中存在的某些连接点。潜在的连接点和车辆数量的型号是先验的。路由和连接成本也已知,目标是最小化路由和连接成本的总和。据我们所知,CMRSP的唯一精确方法是[2]中提出的分支和切割(BC)。这里报告的广泛实验表明,我们的BP算法与BC算法具有竞争力。在深入调查柱生成松弛的替代品和定价算法的仔细实施之后,实现了这种性能。

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