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Scheduling with Gaps: New Models and Algorithms

机译:间隔计划:新模型和算法

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We initiate the study of scheduling problems where the number or size of the gaps in the schedule is taken into consideration. We focus on the model with unit jobs. First we examine scheduling problems with release times and deadlines, where we consider variants of minimum-gap scheduling, including maximizing throughput with a budget for gaps or minimizing the number of gaps with a throughput requirement. We then turn to other objective functions. For example, in some scenarios, gaps in a schedule may be actually desirable, leading to the problem of maximizing the number of gaps. The second part of the paper examines the model without deadlines, where we focus on the tradeoff between the number of gaps and flow time. For all these problems we provide polynomial algorithms. The solutions involve a spectrum of algorithmic techniques, including different dynamic programming formulations, speed-up techniques based on searching Monge arrays, searching X + Y matrices, or implicit binary search. Throughout the paper, we also draw a connection between our scheduling problems and their continuous analogues, namely hitting set problems for intervals of real numbers.
机译:我们开始研究计划问题,其中考虑了计划中的差距数量或大小。我们专注于单元作业的模型。首先,我们研究具有发布时间和截止日期的调度问题,在此我们考虑最小间隙调度的变体,包括使用缺口预算最大化吞吐量或根据吞吐量需求最小化缺口数量。然后我们转向其他目标函数。例如,在某些情况下,时间表中的间隔实际上可能是合乎需要的,从而导致最大化间隔数量的问题。本文的第二部分检查了没有截止日期的模型,在此我们关注间隙数量和流动时间之间的权衡。对于所有这些问题,我们提供了多项式算法。解决方案涉及一系列算法技术,包括不同的动态编程公式,基于搜索Monge数组,搜索X + Y矩阵或隐式二进制搜索的加速技术。在整篇论文中,我们还将调度问题与其连续的类似物联系起来,即按实数间隔命中集问题。

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