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Disassembly line balancing with sequencing decisions: A mixed integer linear programming model and extensions

机译:具有排序决策的拆装线平衡:混合整数线性规划模型和扩展

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摘要

Due to the acceleration of technological developments and shortening of product life cycles, product recovery has gained great importance in recent years. Disassembly line balancing (DLB) problem is one of the most important problems encountered during disassembly operations in product recovery. In this study, a single model and complete DLB problem with balancing issues, hazardousness of parts, demand quantities and direction changes is considered. Majority of DLB studies in the literature solve this problem using heuristics or metaheuristics which do not guarantee the optimality. Although a few studies present mathematical formulations for some variants of this problem, they prefer to solve the problem by using heuristics or metaheuristics due to the non-linear structure and combinatorial nature of the problem. In this study, a generic mixed integer linear programming (MILP) model is developed for the investigated problem and its performance is tested through a series of benchmark instances. The computational results demonstrate that the proposed MILP model is able to solve test instances with up to 30 tasks. Hence, it can effectively be utilized to evaluate the optimality performance of DLB approaches. Moreover, several extensions on the MILP model regarding to line balancing, hazardousness and demand of parts and direction changes are proposed and their effects are analyzed through computational studies. (c) 2019 Elsevier Ltd. All rights reserved.
机译:由于技术发展的加速和产品生命周期的缩短,近年来,产品的回收变得非常重要。拆装线平衡(DLB)问题是产品恢复中拆装操作过程中遇到的最重要问题之一。在这项研究中,考虑了具有平衡问题,零件危险性,需求量和方向变化的单个模型和完整的DLB问题。文献中大多数DLB研究都使用不能保证最优性的启发式或元启发式方法来解决此问题。尽管一些研究提出了针对该问题的某些变体的数学公式,但由于问题的非线性结构和组合性质,他们更倾向于通过启发式或元启发式来解决问题。在这项研究中,针对所研究的问题开发了通用混合整数线性规划(MILP)模型,并通过一系列基准实例测试了其性能。计算结果表明,提出的MILP模型能够解决多达30个任务的测试实例。因此,它可以有效地用于评估DLB方法的最佳性能。此外,提出了关于线平衡,危险性和零件需求以及方向变化的MILP模型的几个扩展,并通过计算研究分析了它们的影响。 (c)2019爱思唯尔有限公司。保留所有权利。

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