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A Branch-and-Price Algorithm for Multi-mode Resource Leveling

机译:多模资源调平的分支和价格算法

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Resource leveling is a variant of resource-constrained project scheduling in which a non-regular objective function, the resource availability cost, is to be minimized. We present a branch-and-price approach together with a new heuristic to solve the more general turnaround scheduling problem. Besides precedence and resource constraints, also availability periods and multiple modes per job have to be taken into account. Time-indexed mixed integer programming formulations for similar problems quite often fail already on instances with only 30 jobs, depending on the network complexity and the total freedom of arranging jobs. A reason is the typically very weak linear programming relaxation. In particular for larger instances, our approach gives tighter bounds, enabling us to optimally solve instances with 50 multi-mode jobs.
机译:资源调平是资源受限的项目调度的变体,其中要最小化非常规目标函数,资源可用性成本。我们与一个新的启发式展示了一个分支和价格方法,以解决更全面的周转调度问题。除优先级和资源约束之外,还必须考虑到每个作业的可用句点和多种模式。时间索引的混合整数编程配方对于类似问题通常在具有30个作业的情况下已经失败,这取决于网络复杂性和安排工作的完全自由。一个原因是通常非常弱的线性编程放松。特别是对于较大的实例,我们的方法提供更严格的界限,使我们能够最佳地解决50个多模式作业的实例。

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