具有灵活项目结构的资源受限项目调度问题的精确求解方法

IF 6 2区 管理学 Q1 OPERATIONS RESEARCH & MANAGEMENT SCIENCE European Journal of Operational Research Pub Date : 2024-11-06 DOI:10.1016/j.ejor.2024.10.029
T. van der Beek, J.T. van Essen, J. Pruyn, K. Aardal
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引用次数: 0

摘要

具有灵活项目结构的资源受限项目调度问题(RCPSP-PS)是资源受限项目调度问题(RCPSP)的一种概括。在 RCPSP 中,目标是在优先级和资源限制条件下确定一个最小间隔时间计划。RCPSP-PS 中引入的一般化方法是,不执行所有活动,而只执行所有活动的一个子集。我们提出了一个基于两个图的模型:一个表示优先级关系,一个表示活动选择结构。后者定义了必须执行的活动子集。此外,我们还介绍了该模型的理论属性,并给出了一种精确求解方法,该方法通过生成切割平面和设置变量边界来利用这些属性。此外,我们还介绍了三个问题属性,以便对文献中的问题进行分类。我们将我们的模型与文献中的模型进行了比较,发现在具有这三种问题属性子集的实例上,我们的模型可以减少计算时间。此外,通过比较具有所有问题属性的实例的结果,我们发现计算时间减少了,而且本文提出的切割平面和变量边界找到了更好的下界。
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Exact solution methods for the Resource Constrained Project Scheduling Problem with a flexible Project Structure
The Resource Constrained Project Scheduling Problem with a flexible Project Structure (RCPSP-PS) is a generalization of the Resource Constrained Project Scheduling Problem (RCPSP). In the RCPSP, the goal is to determine a minimal makespan schedule subject to precedence and resource constraints. The generalization introduced in the RCPSP-PS is that, instead of executing all activities, only a subset of all activities has to be executed. We present a model that is based on two graphs: one representing precedence relations and one representing the activity selection structure. The latter defines which subset of activities has to be executed. Additionally, we present theoretical properties of this model and give an exact solution method that makes use of these properties by generating cutting planes and setting bounds on variables. Furthermore, three problem properties are introduced to classify problems in the literature. We compare our model to a model from literature on instances that possess a subset of these three problem properties and find a reduction in computing time. Furthermore, by comparing results on instances that possess all problem properties, it is shown that the computing times are decreased and better lower bounds are found by the cutting planes and variable bounds presented in this paper.
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来源期刊
European Journal of Operational Research
European Journal of Operational Research 管理科学-运筹学与管理科学
CiteScore
11.90
自引率
9.40%
发文量
786
审稿时长
8.2 months
期刊介绍: The European Journal of Operational Research (EJOR) publishes high quality, original papers that contribute to the methodology of operational research (OR) and to the practice of decision making.
期刊最新文献
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