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首页> 外文期刊>Soft computing: A fusion of foundations, methodologies and applications >Constraint programming model for resource-constrained assembly line balancing problem
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Constraint programming model for resource-constrained assembly line balancing problem

机译:资源约束装配线平衡问题的约束编程模型

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摘要

The literature studies assume that resources used to be perform the tasks are certain and homogenous in any assembly line. However, tasks may need to be processed by general resource requirements in real life. These general resources could be classified by usage of resources such as simple or multiple, alternative and concurrent. The problem which is related to assignment of the task to any workstation and assignment of resources needed by the task simultaneously is defined as resource-constrained assembly line balancing problems (RCALBPs). In this study, a multiobjective model with minimization of cycle time and resource usage for a given number of stations is modeled to solve the RCALBP for the first time. Alternative and general resource types for tasks and using more than two resource type requirements are also considered. A constraint programming model is developed and solved to find the optimal solutions of these problems. The proposed models are tested with sample scenarios to show the effectiveness of the model.
机译:文献研究假设用于执行任务的资源在任何装配线中都是肯定和均匀的。但是,可能需要通过现实生活中的一般资源要求处理任务。这些一般资源可以通过使用简单或多重,替代和并发等资源来分类。与任务的任务分配与任务所需的资源的分配相关的问题被定义为资源约束的装配行平衡问题(RCALBPS)。在本研究中,模型,具有最小化循环时间和资源使用的多目标模型,用于第一次解决RCALBP。还考虑了任务的替代和常规资源类型,并使用两个以上的资源类型要求。制定并解决了约束编程模型,以找到这些问题的最佳解决方案。所提出的模型通过示例场景进行测试,以显示模型的有效性。

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