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A common framework and taxonomy for multicriteria scheduling problems with Interfering and competing Jobs: Multi-agent scheduling problems

机译:具有干扰和竞争任务的多准则计划问题的通用框架和分类法:多主体计划问题

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摘要

Most classical scheduling research assumes that the objectives sought are common to all jobs to bescheduled. However, many real-life applications can be modeled by considering different sets of jobs,each one with its own objective(s), and an increasing number of papers addressing these problems hasappeared over the last few years. Since so far the area lacks a uni ed view, the studied problemshave received different names (such as interfering jobs, multi-agent scheduling, mixed-criteria, etc), someauthors do not seem to be aware of important contributions in related problems, and solution proceduresare often developed without taking into account existing ones. Therefore, the topic is in need of a commonframework that allows for a systematic recollection of existing contributions, as well as a clear de nitionof the main research avenues. In this paper we review multicriteria scheduling problems involving two ormore sets of jobs and propose an uni ed framework providing a common de nition, name and notationfor these problems. Moreover, we systematically review and classify the existing contributions in termsof the complexity of the problems and the proposed solution procedures, discuss the main advances, andpoint out future research lines in the topic.
机译:大多数经典的调度研究都假设所寻求的目标对于所有要调度的工作都是相同的。但是,许多现实生活中的应用程序可以通过考虑不同的工作集来建模,每个工作集都有其自己的目标,并且在最近几年中出现了越来越多的针对这些问题的论文。到目前为止,由于该地区缺乏统一的视野,所研究的问题使用了不同的名称(例如干扰工作,多主体调度,混合标准等),因此一些作者似乎并未意识到有关问题的重要贡献,并且解决方案程序通常是在没有考虑现有解决方案的情况下制定的。因此,该主题需要一个共同的框架,该框架需要系统地回顾现有的贡献,并明确定义主要的研究途径。在本文中,我们回顾了涉及两套或更多套作业的多准则调度问题,并提出了一个统一的框架,为这些问题提供了通用的定义,名称和符号。此外,我们根据问题的复杂性和建议的解决方法对现有的贡献进行系统地审查和分类,讨论主要的进展,并指出该主题中的未来研究方向。

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