Online bin covering with limited migration

IF 1.1 3区 计算机科学 Q1 BUSINESS, FINANCE Journal of Computer and System Sciences Pub Date : 2023-06-01 DOI:10.1016/j.jcss.2023.01.001
Sebastian Berndt , Leah Epstein , Klaus Jansen , Asaf Levin , Marten Maack , Lars Rohwedder
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Abstract

Semi-online models where decisions may be revoked in a limited way have been studied extensively in the last years. A well-studied measure of the amount of decisions that can be revoked is the (constant) migration factor. When an object arrives, the decisions for objects of total size at most the migration factor times its size may be revoked. This means that a small object only leads to small changes. We extensively study the bin covering problem with migration in different scenarios. We develop algorithms both for the static case where only insertions are allowed, and for the dynamic case, where items may also depart. We also develop lower bounds for these scenarios both for amortized migration and for worst-case migration showing that our algorithms have nearly optimal migration factor and asymptotic competitive ratio. We therefore resolve the competitiveness of the bin covering problem with migration.

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具有有限迁移的在线垃圾箱覆盖
在过去的几年里,人们对可能以有限的方式撤销决策的半在线模型进行了广泛的研究。可以撤销的决策数量的一个经过充分研究的衡量标准是(恒定)迁移因子。当一个对象到达时,对于总大小最多为迁移因子乘以其大小的对象的决策可能会被撤销。这意味着一个小对象只会导致小的更改。我们广泛研究了不同场景下迁移的垃圾箱覆盖问题。我们为只允许插入的静态情况和项目也可能离开的动态情况开发算法。我们还为这些场景开发了分期迁移和最坏情况迁移的下界,表明我们的算法具有几乎最优的迁移因子和渐近竞争比。因此,我们解决了移民垃圾箱覆盖问题的竞争力。
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来源期刊
Journal of Computer and System Sciences
Journal of Computer and System Sciences 工程技术-计算机:理论方法
CiteScore
3.70
自引率
0.00%
发文量
58
审稿时长
68 days
期刊介绍: The Journal of Computer and System Sciences publishes original research papers in computer science and related subjects in system science, with attention to the relevant mathematical theory. Applications-oriented papers may also be accepted and they are expected to contain deep analytic evaluation of the proposed solutions. Research areas include traditional subjects such as: • Theory of algorithms and computability • Formal languages • Automata theory Contemporary subjects such as: • Complexity theory • Algorithmic Complexity • Parallel & distributed computing • Computer networks • Neural networks • Computational learning theory • Database theory & practice • Computer modeling of complex systems • Security and Privacy.
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